Overview
Brought to you by YData
Dataset statistics
| Number of variables | 48 |
|---|---|
| Number of observations | 897880 |
| Missing cells | 9099855 |
| Missing cells (%) | 21.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 328.8 MiB |
| Average record size in memory | 384.0 B |
Variable types
| Text | 3 |
|---|---|
| Boolean | 9 |
| DateTime | 2 |
| Numeric | 15 |
| Categorical | 19 |
INJURIES_UNKNOWN has constant value "0.0" | Constant |
BEAT_OF_OCCURRENCE is highly overall correlated with LATITUDE and 1 other fields | High correlation |
CRASH_DATE_EST_I is highly overall correlated with LANE_CNT and 1 other fields | High correlation |
CRASH_TYPE is highly overall correlated with MOST_SEVERE_INJURY | High correlation |
DOORING_I is highly overall correlated with FIRST_CRASH_TYPE and 4 other fields | High correlation |
FIRST_CRASH_TYPE is highly overall correlated with DOORING_I | High correlation |
HIT_AND_RUN_I is highly overall correlated with STREET_NO | High correlation |
INJURIES_NON_INCAPACITATING is highly overall correlated with INJURIES_TOTAL | High correlation |
INJURIES_REPORTED_NOT_EVIDENT is highly overall correlated with INJURIES_TOTAL | High correlation |
INJURIES_TOTAL is highly overall correlated with INJURIES_NON_INCAPACITATING and 1 other fields | High correlation |
INTERSECTION_RELATED_I is highly overall correlated with STREET_NO | High correlation |
LANE_CNT is highly overall correlated with CRASH_DATE_EST_I and 7 other fields | High correlation |
LATITUDE is highly overall correlated with BEAT_OF_OCCURRENCE and 7 other fields | High correlation |
LONGITUDE is highly overall correlated with BEAT_OF_OCCURRENCE and 7 other fields | High correlation |
MOST_SEVERE_INJURY is highly overall correlated with CRASH_TYPE | High correlation |
NOT_RIGHT_OF_WAY_I is highly overall correlated with LANE_CNT and 3 other fields | High correlation |
PHOTOS_TAKEN_I is highly overall correlated with LANE_CNT and 4 other fields | High correlation |
ROADWAY_SURFACE_COND is highly overall correlated with WEATHER_CONDITION | High correlation |
STATEMENTS_TAKEN_I is highly overall correlated with LANE_CNT and 4 other fields | High correlation |
STREET_NO is highly overall correlated with CRASH_DATE_EST_I and 9 other fields | High correlation |
WEATHER_CONDITION is highly overall correlated with ROADWAY_SURFACE_COND | High correlation |
WORKERS_PRESENT_I is highly overall correlated with LANE_CNT and 4 other fields | High correlation |
WORK_ZONE_I is highly overall correlated with LANE_CNT and 5 other fields | High correlation |
WORK_ZONE_TYPE is highly overall correlated with LANE_CNT and 4 other fields | High correlation |
TRAFFIC_CONTROL_DEVICE is highly imbalanced (61.5%) | Imbalance |
DEVICE_CONDITION is highly imbalanced (54.1%) | Imbalance |
WEATHER_CONDITION is highly imbalanced (66.6%) | Imbalance |
ALIGNMENT is highly imbalanced (92.2%) | Imbalance |
ROADWAY_SURFACE_COND is highly imbalanced (55.7%) | Imbalance |
ROAD_DEFECT is highly imbalanced (69.4%) | Imbalance |
INTERSECTION_RELATED_I is highly imbalanced (72.3%) | Imbalance |
NOT_RIGHT_OF_WAY_I is highly imbalanced (55.8%) | Imbalance |
HIT_AND_RUN_I is highly imbalanced (74.5%) | Imbalance |
SEC_CONTRIBUTORY_CAUSE is highly imbalanced (54.3%) | Imbalance |
MOST_SEVERE_INJURY is highly imbalanced (66.2%) | Imbalance |
INJURIES_FATAL is highly imbalanced (99.4%) | Imbalance |
CRASH_DATE_EST_I has 831589 (92.6%) missing values | Missing |
LANE_CNT has 698859 (77.8%) missing values | Missing |
REPORT_TYPE has 27878 (3.1%) missing values | Missing |
INTERSECTION_RELATED_I has 691701 (77.0%) missing values | Missing |
NOT_RIGHT_OF_WAY_I has 856988 (95.4%) missing values | Missing |
HIT_AND_RUN_I has 616240 (68.6%) missing values | Missing |
PHOTOS_TAKEN_I has 885622 (98.6%) missing values | Missing |
STATEMENTS_TAKEN_I has 877235 (97.7%) missing values | Missing |
DOORING_I has 895036 (99.7%) missing values | Missing |
WORK_ZONE_I has 892860 (99.4%) missing values | Missing |
WORK_ZONE_TYPE has 894001 (99.6%) missing values | Missing |
WORKERS_PRESENT_I has 896584 (99.9%) missing values | Missing |
LANE_CNT is highly skewed (γ1 = 350.3141581) | Skewed |
LATITUDE is highly skewed (γ1 = -116.0882465) | Skewed |
LONGITUDE is highly skewed (γ1 = 127.0417048) | Skewed |
CRASH_RECORD_ID has unique values | Unique |
INJURIES_TOTAL has 769772 (85.7%) zeros | Zeros |
INJURIES_INCAPACITATING has 880718 (98.1%) zeros | Zeros |
INJURIES_NON_INCAPACITATING has 822306 (91.6%) zeros | Zeros |
INJURIES_REPORTED_NOT_EVIDENT has 852119 (94.9%) zeros | Zeros |
INJURIES_NO_INDICATION has 19237 (2.1%) zeros | Zeros |
CRASH_HOUR has 19577 (2.2%) zeros | Zeros |
Reproduction
| Analysis started | 2024-12-04 17:40:41.003880 |
|---|---|
| Analysis finished | 2024-12-04 17:58:01.006600 |
| Duration | 17 minutes and 20 seconds |
| Software version | ydata-profiling vv4.12.0 |
| Download configuration | config.json |
Variables
CRASH_RECORD_ID
Text
Unique 
| Distinct | 897880 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 MiB |
Length
| Max length | 128 |
|---|---|
| Median length | 128 |
| Mean length | 128 |
| Min length | 128 |
Unique
| Unique | 897880 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 23a79931ef555d54118f64dc9be2cf2dbf59636ce253f7a1179c4a1c091442a6eeab8352220c7c56ca1ff7c4b4b0fc345c74e3e85ecb9d43deeb66b5f803d4a0 |
|---|---|
| 2nd row | 2675c13fd0f474d730a5b780968b3cafc7c12d7adb661fa8a3093c0658d5a0d51b720fc9e031a1ddd83c761a8e2aa7283573557db246f4c9e956aaa58719cacf |
| 3rd row | 5f54a59fcb087b12ae5b1acff96a3caf4f2d37e79f8db4106558b34b8a6d2b81af02cf91b576ecd7ced08ffd10fcfd940a84f7613125b89d33636e6075064e22 |
| 4th row | 7ebf015016f83d09b321afd671a836d6b148330535d5df85f232edb575a7f2a42e61b9747067e89c4e7a73e69efc819c9003ed153e19765f2ecc6f7b2421c98d |
| 5th row | 6c1659069e9c6285a650e70d6f9b574ed5f64c12888479093dfeef179c0344ec6d2057eae224b5c0d5dfc278c0a237f8c22543f07fdef2e4a95a3849871c9345 |
| Value | Count | Frequency (%) |
| 569af2dc0eaa9c5a55a01f1d5fd678644c3dd76d586b51f7b87b1b5c6c3cf8700b10a9fea3c98cfc8df295c8b4db1fe28c4209e34e3a021b50c56023c798d1f9 | 1 | < 0.1% |
| 2ee6209bde600a6ae2f12fb385b1e5749803cc01d0e954d5016091ecb13f424d48e097f71fa5d95741f5870f7d3a76d9189293c77411b3b92c925d26239872b3 | 1 | < 0.1% |
| 23a79931ef555d54118f64dc9be2cf2dbf59636ce253f7a1179c4a1c091442a6eeab8352220c7c56ca1ff7c4b4b0fc345c74e3e85ecb9d43deeb66b5f803d4a0 | 1 | < 0.1% |
| 2675c13fd0f474d730a5b780968b3cafc7c12d7adb661fa8a3093c0658d5a0d51b720fc9e031a1ddd83c761a8e2aa7283573557db246f4c9e956aaa58719cacf | 1 | < 0.1% |
| 5f54a59fcb087b12ae5b1acff96a3caf4f2d37e79f8db4106558b34b8a6d2b81af02cf91b576ecd7ced08ffd10fcfd940a84f7613125b89d33636e6075064e22 | 1 | < 0.1% |
| 7ebf015016f83d09b321afd671a836d6b148330535d5df85f232edb575a7f2a42e61b9747067e89c4e7a73e69efc819c9003ed153e19765f2ecc6f7b2421c98d | 1 | < 0.1% |
| 6c1659069e9c6285a650e70d6f9b574ed5f64c12888479093dfeef179c0344ec6d2057eae224b5c0d5dfc278c0a237f8c22543f07fdef2e4a95a3849871c9345 | 1 | < 0.1% |
| 004cd14d0303a9163aad69a2d7f341b7da2a8572b2ab3378594bfae8ac53dcb604dd8d414f93c290b55862f9f2517ad32e6209cbc8034c2e26eb3c2bc9724390 | 1 | < 0.1% |
| 35156ce97cab22747495e92e8bbb16c57e0e60dc3ce6d1f1852f2f7cece07c7ae825b073b286b1da52dfa58082ff6d763ecf1f13f06a223c7aed2b6c1e8c5972 | 1 | < 0.1% |
| 359bf9f5872d646bb63576e55b1e0b480dc93c2b935ab571dc26ddb48b7a328fbfe130ae70bbff9f03787041b6fb029ba02529da9a1f57494e385ec0e13ed834 | 1 | < 0.1% |
| Other values (897870) | 897870 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 7188359 | 6.3% |
| b | 7188345 | 6.3% |
| f | 7187062 | 6.3% |
| d | 7186483 | 6.3% |
| c | 7185916 | 6.3% |
| 4 | 7184239 | 6.3% |
| 9 | 7183695 | 6.3% |
| 8 | 7183022 | 6.2% |
| 0 | 7182922 | 6.2% |
| 7 | 7181759 | 6.2% |
| Other values (6) | 43076838 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 114928640 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 7188359 | 6.3% |
| b | 7188345 | 6.3% |
| f | 7187062 | 6.3% |
| d | 7186483 | 6.3% |
| c | 7185916 | 6.3% |
| 4 | 7184239 | 6.3% |
| 9 | 7183695 | 6.3% |
| 8 | 7183022 | 6.2% |
| 0 | 7182922 | 6.2% |
| 7 | 7181759 | 6.2% |
| Other values (6) | 43076838 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 114928640 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 7188359 | 6.3% |
| b | 7188345 | 6.3% |
| f | 7187062 | 6.3% |
| d | 7186483 | 6.3% |
| c | 7185916 | 6.3% |
| 4 | 7184239 | 6.3% |
| 9 | 7183695 | 6.3% |
| 8 | 7183022 | 6.2% |
| 0 | 7182922 | 6.2% |
| 7 | 7181759 | 6.2% |
| Other values (6) | 43076838 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 114928640 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 7188359 | 6.3% |
| b | 7188345 | 6.3% |
| f | 7187062 | 6.3% |
| d | 7186483 | 6.3% |
| c | 7185916 | 6.3% |
| 4 | 7184239 | 6.3% |
| 9 | 7183695 | 6.3% |
| 8 | 7183022 | 6.2% |
| 0 | 7182922 | 6.2% |
| 7 | 7181759 | 6.2% |
| Other values (6) | 43076838 |
CRASH_DATE_EST_I
Boolean
High correlation  Missing 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 831589 |
| Missing (%) | 92.6% |
| Memory size | 1.7 MiB |
| True | 57777 |
|---|---|
| False | 8514 |
| (Missing) |
| Value | Count | Frequency (%) |
| True | 57777 | 6.4% |
| False | 8514 | 0.9% |
| (Missing) | 831589 |
CRASH_DATE
Date
| Distinct | 590438 |
|---|---|
| Distinct (%) | 65.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 MiB |
| Minimum | 2013-03-03 16:48:00 |
|---|---|
| Maximum | 2024-12-02 02:45:00 |
POSTED_SPEED_LIMIT
Real number (ℝ)
| Distinct | 46 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.422203 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 7579 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 30 |
| median | 30 |
| Q3 | 30 |
| 95-th percentile | 35 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6.1073021 |
|---|---|
| Coefficient of variation (CV) | 0.21487786 |
| Kurtosis | 7.5701571 |
| Mean | 28.422203 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.8145501 |
| Sum | 25519728 |
| Variance | 37.299139 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30 | 661405 | |
| 35 | 59467 | 6.6% |
| 25 | 57503 | 6.4% |
| 20 | 37538 | 4.2% |
| 15 | 31977 | 3.6% |
| 10 | 21003 | 2.3% |
| 40 | 8583 | 1.0% |
| 0 | 7579 | 0.8% |
| 45 | 5932 | 0.7% |
| 5 | 4941 | 0.6% |
| Other values (36) | 1952 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 7579 | |
| 1 | 41 | < 0.1% |
| 2 | 31 | < 0.1% |
| 3 | 219 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 4941 | |
| 6 | 7 | < 0.1% |
| 7 | 6 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 96 | < 0.1% |
| Value | Count | Frequency (%) |
| 99 | 66 | < 0.1% |
| 70 | 7 | < 0.1% |
| 65 | 20 | < 0.1% |
| 63 | 1 | < 0.1% |
| 62 | 1 | < 0.1% |
| 60 | 53 | < 0.1% |
| 55 | 880 | |
| 50 | 276 | < 0.1% |
| 49 | 1 | < 0.1% |
| 46 | 1 | < 0.1% |
TRAFFIC_CONTROL_DEVICE
Categorical
Imbalance 
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 MiB |
| NO CONTROLS | |
|---|---|
| TRAFFIC SIGNAL | |
| STOP SIGN/FLASHER | |
| UNKNOWN | 38109 |
| OTHER | 6075 |
| Other values (14) | 7462 |
Length
| Max length | 24 |
|---|---|
| Median length | 11 |
| Mean length | 12.250412 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TRAFFIC SIGNAL |
|---|---|
| 2nd row | NO CONTROLS |
| 3rd row | TRAFFIC SIGNAL |
| 4th row | NO CONTROLS |
| 5th row | OTHER |
Common Values
| Value | Count | Frequency (%) |
| NO CONTROLS | 508327 | |
| TRAFFIC SIGNAL | 248905 | |
| STOP SIGN/FLASHER | 89002 | 9.9% |
| UNKNOWN | 38109 | 4.2% |
| OTHER | 6075 | 0.7% |
| YIELD | 1359 | 0.2% |
| LANE USE MARKING | 1226 | 0.1% |
| OTHER REG. SIGN | 1093 | 0.1% |
| OTHER WARNING SIGN | 711 | 0.1% |
| PEDESTRIAN CROSSING SIGN | 634 | 0.1% |
| Other values (9) | 2439 | 0.3% |
Length
| Value | Count | Frequency (%) |
| no | 508385 | |
| controls | 508327 | |
| signal | 249276 | |
| traffic | 248905 | |
| stop | 89002 | 5.1% |
| sign/flasher | 89002 | 5.1% |
| unknown | 38109 | 2.2% |
| other | 8071 | 0.5% |
| sign | 2666 | 0.2% |
| crossing | 1634 | 0.1% |
| Other values (18) | 11215 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| O | 1665079 | |
| N | 1479935 | |
| S | 1033592 | |
| R | 862258 | |
| 856712 | ||
| T | 856242 | |
| L | 852056 | |
| C | 759963 | |
| I | 597308 | 5.4% |
| A | 594501 | 5.4% |
| Other values (15) | 1441754 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10999400 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| O | 1665079 | |
| N | 1479935 | |
| S | 1033592 | |
| R | 862258 | |
| 856712 | ||
| T | 856242 | |
| L | 852056 | |
| C | 759963 | |
| I | 597308 | 5.4% |
| A | 594501 | 5.4% |
| Other values (15) | 1441754 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10999400 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| O | 1665079 | |
| N | 1479935 | |
| S | 1033592 | |
| R | 862258 | |
| 856712 | ||
| T | 856242 | |
| L | 852056 | |
| C | 759963 | |
| I | 597308 | 5.4% |
| A | 594501 | 5.4% |
| Other values (15) | 1441754 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10999400 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| O | 1665079 | |
| N | 1479935 | |
| S | 1033592 | |
| R | 862258 | |
| 856712 | ||
| T | 856242 | |
| L | 852056 | |
| C | 759963 | |
| I | 597308 | 5.4% |
| A | 594501 | 5.4% |
| Other values (15) | 1441754 |
DEVICE_CONDITION
Categorical
Imbalance 
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 MiB |
| NO CONTROLS | |
|---|---|
| FUNCTIONING PROPERLY | |
| UNKNOWN | |
| OTHER | 6812 |
| FUNCTIONING IMPROPERLY | 4106 |
| Other values (3) | 2951 |
Length
| Max length | 24 |
|---|---|
| Median length | 11 |
| Mean length | 13.812026 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | FUNCTIONING PROPERLY |
|---|---|
| 2nd row | NO CONTROLS |
| 3rd row | FUNCTIONING PROPERLY |
| 4th row | NO CONTROLS |
| 5th row | FUNCTIONING PROPERLY |
Common Values
| Value | Count | Frequency (%) |
| NO CONTROLS | 514347 | |
| FUNCTIONING PROPERLY | 306582 | |
| UNKNOWN | 63082 | 7.0% |
| OTHER | 6812 | 0.8% |
| FUNCTIONING IMPROPERLY | 4106 | 0.5% |
| NOT FUNCTIONING | 2558 | 0.3% |
| WORN REFLECTIVE MATERIAL | 294 | < 0.1% |
| MISSING | 99 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| no | 514347 | |
| controls | 514347 | |
| functioning | 313246 | |
| properly | 306582 | |
| unknown | 63082 | 3.7% |
| other | 6812 | 0.4% |
| improperly | 4106 | 0.2% |
| not | 2558 | 0.1% |
| worn | 294 | < 0.1% |
| reflective | 294 | < 0.1% |
| Other values (2) | 393 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| O | 2239721 | |
| N | 2160629 | |
| R | 1143417 | |
| T | 837551 | 6.8% |
| 828181 | 6.7% | |
| C | 827887 | 6.7% |
| L | 825623 | 6.7% |
| I | 631384 | 5.1% |
| P | 621376 | 5.0% |
| S | 514545 | 4.1% |
| Other values (11) | 1771228 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12401542 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| O | 2239721 | |
| N | 2160629 | |
| R | 1143417 | |
| T | 837551 | 6.8% |
| 828181 | 6.7% | |
| C | 827887 | 6.7% |
| L | 825623 | 6.7% |
| I | 631384 | 5.1% |
| P | 621376 | 5.0% |
| S | 514545 | 4.1% |
| Other values (11) | 1771228 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12401542 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| O | 2239721 | |
| N | 2160629 | |
| R | 1143417 | |
| T | 837551 | 6.8% |
| 828181 | 6.7% | |
| C | 827887 | 6.7% |
| L | 825623 | 6.7% |
| I | 631384 | 5.1% |
| P | 621376 | 5.0% |
| S | 514545 | 4.1% |
| Other values (11) | 1771228 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12401542 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| O | 2239721 | |
| N | 2160629 | |
| R | 1143417 | |
| T | 837551 | 6.8% |
| 828181 | 6.7% | |
| C | 827887 | 6.7% |
| L | 825623 | 6.7% |
| I | 631384 | 5.1% |
| P | 621376 | 5.0% |
| S | 514545 | 4.1% |
| Other values (11) | 1771228 |
WEATHER_CONDITION
Categorical
High correlation  Imbalance 
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 MiB |
| CLEAR | |
|---|---|
| RAIN | |
| UNKNOWN | 51207 |
| SNOW | 28818 |
| CLOUDY/OVERCAST | 26223 |
| Other values (7) | 7553 |
Length
| Max length | 24 |
|---|---|
| Median length | 5 |
| Mean length | 5.3448991 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | CLEAR |
|---|---|
| 2nd row | CLEAR |
| 3rd row | CLEAR |
| 4th row | CLEAR |
| 5th row | CLEAR |
Common Values
| Value | Count | Frequency (%) |
| CLEAR | 706141 | |
| RAIN | 77938 | 8.7% |
| UNKNOWN | 51207 | 5.7% |
| SNOW | 28818 | 3.2% |
| CLOUDY/OVERCAST | 26223 | 2.9% |
| OTHER | 2778 | 0.3% |
| FREEZING RAIN/DRIZZLE | 1785 | 0.2% |
| FOG/SMOKE/HAZE | 1352 | 0.2% |
| SLEET/HAIL | 1024 | 0.1% |
| BLOWING SNOW | 451 | 0.1% |
| Other values (2) | 163 | < 0.1% |
Length
| Value | Count | Frequency (%) |
| clear | 706141 | |
| rain | 77938 | 8.7% |
| unknown | 51207 | 5.7% |
| snow | 29269 | 3.2% |
| cloudy/overcast | 26223 | 2.9% |
| other | 2778 | 0.3% |
| freezing | 1785 | 0.2% |
| rain/drizzle | 1785 | 0.2% |
| fog/smoke/haze | 1352 | 0.2% |
| sleet/hail | 1024 | 0.1% |
| Other values (8) | 1103 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 818754 | |
| A | 814626 | |
| C | 758743 | |
| E | 745873 | |
| L | 736662 | |
| N | 265019 | 5.5% |
| O | 139025 | 2.9% |
| I | 84945 | 1.8% |
| W | 81090 | 1.7% |
| U | 77430 | 1.6% |
| Other values (15) | 276911 | 5.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4799078 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| R | 818754 | |
| A | 814626 | |
| C | 758743 | |
| E | 745873 | |
| L | 736662 | |
| N | 265019 | 5.5% |
| O | 139025 | 2.9% |
| I | 84945 | 1.8% |
| W | 81090 | 1.7% |
| U | 77430 | 1.6% |
| Other values (15) | 276911 | 5.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4799078 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| R | 818754 | |
| A | 814626 | |
| C | 758743 | |
| E | 745873 | |
| L | 736662 | |
| N | 265019 | 5.5% |
| O | 139025 | 2.9% |
| I | 84945 | 1.8% |
| W | 81090 | 1.7% |
| U | 77430 | 1.6% |
| Other values (15) | 276911 | 5.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4799078 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| R | 818754 | |
| A | 814626 | |
| C | 758743 | |
| E | 745873 | |
| L | 736662 | |
| N | 265019 | 5.5% |
| O | 139025 | 2.9% |
| I | 84945 | 1.8% |
| W | 81090 | 1.7% |
| U | 77430 | 1.6% |
| Other values (15) | 276911 | 5.8% |
LIGHTING_CONDITION
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 MiB |
| DAYLIGHT | |
|---|---|
| DARKNESS, LIGHTED ROAD | |
| UNKNOWN | 42325 |
| DARKNESS | 42225 |
| DUSK | 25613 |
Length
| Max length | 22 |
|---|---|
| Median length | 8 |
| Mean length | 10.829787 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | DUSK |
|---|---|
| 2nd row | DARKNESS, LIGHTED ROAD |
| 3rd row | DAYLIGHT |
| 4th row | DARKNESS, LIGHTED ROAD |
| 5th row | DAYLIGHT |
Common Values
| Value | Count | Frequency (%) |
| DAYLIGHT | 576641 | |
| DARKNESS, LIGHTED ROAD | 196105 | 21.8% |
| UNKNOWN | 42325 | 4.7% |
| DARKNESS | 42225 | 4.7% |
| DUSK | 25613 | 2.9% |
| DAWN | 14971 | 1.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| daylight | 576641 | |
| darkness | 238330 | |
| lighted | 196105 | 15.2% |
| road | 196105 | 15.2% |
| unknown | 42325 | 3.3% |
| dusk | 25613 | 2.0% |
| dawn | 14971 | 1.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| D | 1247765 | |
| A | 1026047 | |
| L | 772746 | 7.9% |
| I | 772746 | 7.9% |
| G | 772746 | 7.9% |
| H | 772746 | 7.9% |
| T | 772746 | 7.9% |
| Y | 576641 | 5.9% |
| S | 502273 | 5.2% |
| R | 434435 | 4.5% |
| Other values (8) | 2072958 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 9723849 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| D | 1247765 | |
| A | 1026047 | |
| L | 772746 | 7.9% |
| I | 772746 | 7.9% |
| G | 772746 | 7.9% |
| H | 772746 | 7.9% |
| T | 772746 | 7.9% |
| Y | 576641 | 5.9% |
| S | 502273 | 5.2% |
| R | 434435 | 4.5% |
| Other values (8) | 2072958 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 9723849 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| D | 1247765 | |
| A | 1026047 | |
| L | 772746 | 7.9% |
| I | 772746 | 7.9% |
| G | 772746 | 7.9% |
| H | 772746 | 7.9% |
| T | 772746 | 7.9% |
| Y | 576641 | 5.9% |
| S | 502273 | 5.2% |
| R | 434435 | 4.5% |
| Other values (8) | 2072958 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 9723849 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| D | 1247765 | |
| A | 1026047 | |
| L | 772746 | 7.9% |
| I | 772746 | 7.9% |
| G | 772746 | 7.9% |
| H | 772746 | 7.9% |
| T | 772746 | 7.9% |
| Y | 576641 | 5.9% |
| S | 502273 | 5.2% |
| R | 434435 | 4.5% |
| Other values (8) | 2072958 |
FIRST_CRASH_TYPE
Categorical
High correlation 
| Distinct | 18 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 MiB |
| PARKED MOTOR VEHICLE | |
|---|---|
| REAR END | |
| SIDESWIPE SAME DIRECTION | |
| TURNING | |
| ANGLE | |
| Other values (13) |
Length
| Max length | 28 |
|---|---|
| Median length | 20 |
| Mean length | 13.484839 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ANGLE |
|---|---|
| 2nd row | REAR END |
| 3rd row | PARKED MOTOR VEHICLE |
| 4th row | SIDESWIPE SAME DIRECTION |
| 5th row | REAR END |
Common Values
| Value | Count | Frequency (%) |
| PARKED MOTOR VEHICLE | 207908 | |
| REAR END | 198669 | |
| SIDESWIPE SAME DIRECTION | 137819 | |
| TURNING | 129084 | |
| ANGLE | 97591 | |
| FIXED OBJECT | 41714 | 4.6% |
| PEDESTRIAN | 21234 | 2.4% |
| PEDALCYCLIST | 14281 | 1.6% |
| SIDESWIPE OPPOSITE DIRECTION | 12472 | 1.4% |
| REAR TO FRONT | 9195 | 1.0% |
| Other values (8) | 27913 | 3.1% |
Length
| Value | Count | Frequency (%) |
| rear | 217136 | |
| parked | 207908 | |
| motor | 207908 | |
| vehicle | 207908 | |
| end | 198669 | |
| sideswipe | 150291 | |
| direction | 150291 | |
| same | 137819 | |
| turning | 129084 | |
| angle | 97591 | |
| Other values (15) | 202496 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 1913270 | |
| R | 1172709 | |
| I | 1039511 | 8.6% |
| 1009221 | 8.3% | |
| D | 798021 | 6.6% |
| N | 752219 | 6.2% |
| A | 704928 | 5.8% |
| O | 695539 | 5.7% |
| T | 623971 | 5.2% |
| S | 494606 | 4.1% |
| Other values (15) | 2903772 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12107767 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| E | 1913270 | |
| R | 1172709 | |
| I | 1039511 | 8.6% |
| 1009221 | 8.3% | |
| D | 798021 | 6.6% |
| N | 752219 | 6.2% |
| A | 704928 | 5.8% |
| O | 695539 | 5.7% |
| T | 623971 | 5.2% |
| S | 494606 | 4.1% |
| Other values (15) | 2903772 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12107767 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| E | 1913270 | |
| R | 1172709 | |
| I | 1039511 | 8.6% |
| 1009221 | 8.3% | |
| D | 798021 | 6.6% |
| N | 752219 | 6.2% |
| A | 704928 | 5.8% |
| O | 695539 | 5.7% |
| T | 623971 | 5.2% |
| S | 494606 | 4.1% |
| Other values (15) | 2903772 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12107767 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| E | 1913270 | |
| R | 1172709 | |
| I | 1039511 | 8.6% |
| 1009221 | 8.3% | |
| D | 798021 | 6.6% |
| N | 752219 | 6.2% |
| A | 704928 | 5.8% |
| O | 695539 | 5.7% |
| T | 623971 | 5.2% |
| S | 494606 | 4.1% |
| Other values (15) | 2903772 |
TRAFFICWAY_TYPE
Categorical
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 MiB |
| NOT DIVIDED | |
|---|---|
| DIVIDED - W/MEDIAN (NOT RAISED) | |
| ONE-WAY | |
| FOUR WAY | |
| PARKING LOT | |
| Other values (15) |
Length
| Max length | 31 |
|---|---|
| Median length | 26 |
| Mean length | 14.096014 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | FIVE POINT, OR MORE |
|---|---|
| 2nd row | DIVIDED - W/MEDIAN BARRIER |
| 3rd row | DIVIDED - W/MEDIAN (NOT RAISED) |
| 4th row | NOT DIVIDED |
| 5th row | OTHER |
Common Values
| Value | Count | Frequency (%) |
| NOT DIVIDED | 386853 | |
| DIVIDED - W/MEDIAN (NOT RAISED) | 141936 | 15.8% |
| ONE-WAY | 113675 | 12.7% |
| FOUR WAY | 62104 | 6.9% |
| PARKING LOT | 60781 | 6.8% |
| DIVIDED - W/MEDIAN BARRIER | 50773 | 5.7% |
| OTHER | 24296 | 2.7% |
| ALLEY | 14749 | 1.6% |
| T-INTERSECTION | 12324 | 1.4% |
| UNKNOWN | 10558 | 1.2% |
| Other values (10) | 19831 | 2.2% |
Length
| Value | Count | Frequency (%) |
| divided | 579562 | |
| not | 529470 | |
| 192709 | 9.0% | |
| w/median | 192709 | 9.0% |
| raised | 141936 | 6.6% |
| one-way | 113675 | 5.3% |
| four | 62104 | 2.9% |
| way | 62104 | 2.9% |
| parking | 60781 | 2.8% |
| lot | 60781 | 2.8% |
| Other values (22) | 155994 | 7.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| D | 2077198 | |
| I | 1645291 | |
| 1253945 | ||
| E | 1180831 | |
| N | 990477 | |
| O | 826785 | 6.5% |
| T | 680171 | 5.4% |
| A | 650232 | 5.1% |
| V | 583815 | 4.6% |
| R | 483144 | 3.8% |
| Other values (18) | 2284640 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12656529 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| D | 2077198 | |
| I | 1645291 | |
| 1253945 | ||
| E | 1180831 | |
| N | 990477 | |
| O | 826785 | 6.5% |
| T | 680171 | 5.4% |
| A | 650232 | 5.1% |
| V | 583815 | 4.6% |
| R | 483144 | 3.8% |
| Other values (18) | 2284640 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12656529 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| D | 2077198 | |
| I | 1645291 | |
| 1253945 | ||
| E | 1180831 | |
| N | 990477 | |
| O | 826785 | 6.5% |
| T | 680171 | 5.4% |
| A | 650232 | 5.1% |
| V | 583815 | 4.6% |
| R | 483144 | 3.8% |
| Other values (18) | 2284640 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12656529 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| D | 2077198 | |
| I | 1645291 | |
| 1253945 | ||
| E | 1180831 | |
| N | 990477 | |
| O | 826785 | 6.5% |
| T | 680171 | 5.4% |
| A | 650232 | 5.1% |
| V | 583815 | 4.6% |
| R | 483144 | 3.8% |
| Other values (18) | 2284640 |
LANE_CNT
Real number (ℝ)
High correlation  Missing  Skewed 
| Distinct | 41 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 698859 |
| Missing (%) | 77.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.329468 |
| Minimum | 0 |
|---|---|
| Maximum | 1191625 |
| Zeros | 8032 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 4 |
| Maximum | 1191625 |
| Range | 1191625 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2961.5119 |
|---|---|
| Coefficient of variation (CV) | 222.1778 |
| Kurtosis | 134686.71 |
| Mean | 13.329468 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 350.31416 |
| Sum | 2652844 |
| Variance | 8770552.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 91162 | 10.2% |
| 4 | 49588 | 5.5% |
| 1 | 32550 | 3.6% |
| 3 | 8678 | 1.0% |
| 0 | 8032 | 0.9% |
| 6 | 4502 | 0.5% |
| 5 | 1940 | 0.2% |
| 8 | 1908 | 0.2% |
| 7 | 184 | < 0.1% |
| 10 | 162 | < 0.1% |
| Other values (31) | 315 | < 0.1% |
| (Missing) | 698859 |
| Value | Count | Frequency (%) |
| 0 | 8032 | 0.9% |
| 1 | 32550 | 3.6% |
| 2 | 91162 | |
| 3 | 8678 | 1.0% |
| 4 | 49588 | |
| 5 | 1940 | 0.2% |
| 6 | 4502 | 0.5% |
| 7 | 184 | < 0.1% |
| 8 | 1908 | 0.2% |
| 9 | 66 | < 0.1% |
| Value | Count | Frequency (%) |
| 1191625 | 1 | < 0.1% |
| 433634 | 1 | < 0.1% |
| 299679 | 1 | < 0.1% |
| 218474 | 1 | < 0.1% |
| 902 | 1 | < 0.1% |
| 400 | 1 | < 0.1% |
| 100 | 2 | < 0.1% |
| 99 | 108 | |
| 80 | 1 | < 0.1% |
| 60 | 3 | < 0.1% |
ALIGNMENT
Categorical
Imbalance 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 MiB |
| STRAIGHT AND LEVEL | |
|---|---|
| STRAIGHT ON GRADE | 10976 |
| CURVE, LEVEL | 6322 |
| STRAIGHT ON HILLCREST | 2263 |
| CURVE ON GRADE | 1308 |
Length
| Max length | 21 |
|---|---|
| Median length | 18 |
| Mean length | 17.947264 |
| Min length | 12 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | STRAIGHT AND LEVEL |
|---|---|
| 2nd row | STRAIGHT AND LEVEL |
| 3rd row | STRAIGHT AND LEVEL |
| 4th row | STRAIGHT AND LEVEL |
| 5th row | STRAIGHT AND LEVEL |
Common Values
| Value | Count | Frequency (%) |
| STRAIGHT AND LEVEL | 876623 | |
| STRAIGHT ON GRADE | 10976 | 1.2% |
| CURVE, LEVEL | 6322 | 0.7% |
| STRAIGHT ON HILLCREST | 2263 | 0.3% |
| CURVE ON GRADE | 1308 | 0.1% |
| CURVE ON HILLCREST | 388 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| straight | 889862 | |
| level | 882945 | |
| and | 876623 | |
| on | 14935 | 0.6% |
| grade | 12284 | 0.5% |
| curve | 8018 | 0.3% |
| hillcrest | 2651 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1789438 | ||
| E | 1788843 | |
| T | 1782375 | |
| A | 1778769 | |
| L | 1771192 | |
| R | 912815 | 5.7% |
| G | 902146 | 5.6% |
| S | 892513 | 5.5% |
| I | 892513 | 5.5% |
| H | 892513 | 5.5% |
| Other values (7) | 2711372 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 16114489 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1789438 | ||
| E | 1788843 | |
| T | 1782375 | |
| A | 1778769 | |
| L | 1771192 | |
| R | 912815 | 5.7% |
| G | 902146 | 5.6% |
| S | 892513 | 5.5% |
| I | 892513 | 5.5% |
| H | 892513 | 5.5% |
| Other values (7) | 2711372 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 16114489 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1789438 | ||
| E | 1788843 | |
| T | 1782375 | |
| A | 1778769 | |
| L | 1771192 | |
| R | 912815 | 5.7% |
| G | 902146 | 5.6% |
| S | 892513 | 5.5% |
| I | 892513 | 5.5% |
| H | 892513 | 5.5% |
| Other values (7) | 2711372 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 16114489 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1789438 | ||
| E | 1788843 | |
| T | 1782375 | |
| A | 1778769 | |
| L | 1771192 | |
| R | 912815 | 5.7% |
| G | 902146 | 5.6% |
| S | 892513 | 5.5% |
| I | 892513 | 5.5% |
| H | 892513 | 5.5% |
| Other values (7) | 2711372 |
ROADWAY_SURFACE_COND
Categorical
High correlation  Imbalance 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 MiB |
| DRY | |
|---|---|
| WET | |
| UNKNOWN | |
| SNOW OR SLUSH | 28502 |
| ICE | 5666 |
| Other values (2) | 2594 |
Length
| Max length | 15 |
|---|---|
| Median length | 3 |
| Mean length | 3.6811378 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | DRY |
|---|---|
| 2nd row | DRY |
| 3rd row | DRY |
| 4th row | DRY |
| 5th row | DRY |
Common Values
| Value | Count | Frequency (%) |
| DRY | 664331 | |
| WET | 117249 | 13.1% |
| UNKNOWN | 79538 | 8.9% |
| SNOW OR SLUSH | 28502 | 3.2% |
| ICE | 5666 | 0.6% |
| OTHER | 2272 | 0.3% |
| SAND, MUD, DIRT | 322 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| dry | 664331 | |
| wet | 117249 | 12.3% |
| unknown | 79538 | 8.3% |
| snow | 28502 | 3.0% |
| or | 28502 | 3.0% |
| slush | 28502 | 3.0% |
| ice | 5666 | 0.6% |
| other | 2272 | 0.2% |
| sand | 322 | < 0.1% |
| mud | 322 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 695427 | |
| D | 665297 | |
| Y | 664331 | |
| N | 267438 | 8.1% |
| W | 225289 | 6.8% |
| O | 138814 | 4.2% |
| E | 125187 | 3.8% |
| T | 119843 | 3.6% |
| U | 108362 | 3.3% |
| S | 85828 | 2.6% |
| Other values (9) | 209404 | 6.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3305220 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| R | 695427 | |
| D | 665297 | |
| Y | 664331 | |
| N | 267438 | 8.1% |
| W | 225289 | 6.8% |
| O | 138814 | 4.2% |
| E | 125187 | 3.8% |
| T | 119843 | 3.6% |
| U | 108362 | 3.3% |
| S | 85828 | 2.6% |
| Other values (9) | 209404 | 6.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3305220 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| R | 695427 | |
| D | 665297 | |
| Y | 664331 | |
| N | 267438 | 8.1% |
| W | 225289 | 6.8% |
| O | 138814 | 4.2% |
| E | 125187 | 3.8% |
| T | 119843 | 3.6% |
| U | 108362 | 3.3% |
| S | 85828 | 2.6% |
| Other values (9) | 209404 | 6.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3305220 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| R | 695427 | |
| D | 665297 | |
| Y | 664331 | |
| N | 267438 | 8.1% |
| W | 225289 | 6.8% |
| O | 138814 | 4.2% |
| E | 125187 | 3.8% |
| T | 119843 | 3.6% |
| U | 108362 | 3.3% |
| S | 85828 | 2.6% |
| Other values (9) | 209404 | 6.3% |
ROAD_DEFECT
Categorical
Imbalance 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 MiB |
| NO DEFECTS | |
|---|---|
| UNKNOWN | |
| RUT, HOLES | 6344 |
| OTHER | 4874 |
| WORN SURFACE | 3722 |
| Other values (2) | 2206 |
Length
| Max length | 17 |
|---|---|
| Median length | 10 |
| Mean length | 9.4428309 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NO DEFECTS |
|---|---|
| 2nd row | NO DEFECTS |
| 3rd row | NO DEFECTS |
| 4th row | NO DEFECTS |
| 5th row | NO DEFECTS |
Common Values
| Value | Count | Frequency (%) |
| NO DEFECTS | 715503 | |
| UNKNOWN | 165231 | 18.4% |
| RUT, HOLES | 6344 | 0.7% |
| OTHER | 4874 | 0.5% |
| WORN SURFACE | 3722 | 0.4% |
| SHOULDER DEFECT | 1547 | 0.2% |
| DEBRIS ON ROADWAY | 659 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| no | 715503 | |
| defects | 715503 | |
| unknown | 165231 | 10.2% |
| rut | 6344 | 0.4% |
| holes | 6344 | 0.4% |
| other | 4874 | 0.3% |
| worn | 3722 | 0.2% |
| surface | 3722 | 0.2% |
| shoulder | 1547 | 0.1% |
| defect | 1547 | 0.1% |
| Other values (3) | 1977 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 1451246 | |
| N | 1215577 | |
| O | 898539 | |
| 728434 | ||
| T | 728268 | |
| S | 727775 | |
| C | 720772 | |
| F | 720772 | |
| D | 719915 | |
| U | 176844 | 2.1% |
| Other values (10) | 390387 | 4.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8478529 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| E | 1451246 | |
| N | 1215577 | |
| O | 898539 | |
| 728434 | ||
| T | 728268 | |
| S | 727775 | |
| C | 720772 | |
| F | 720772 | |
| D | 719915 | |
| U | 176844 | 2.1% |
| Other values (10) | 390387 | 4.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8478529 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| E | 1451246 | |
| N | 1215577 | |
| O | 898539 | |
| 728434 | ||
| T | 728268 | |
| S | 727775 | |
| C | 720772 | |
| F | 720772 | |
| D | 719915 | |
| U | 176844 | 2.1% |
| Other values (10) | 390387 | 4.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8478529 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| E | 1451246 | |
| N | 1215577 | |
| O | 898539 | |
| 728434 | ||
| T | 728268 | |
| S | 727775 | |
| C | 720772 | |
| F | 720772 | |
| D | 719915 | |
| U | 176844 | 2.1% |
| Other values (10) | 390387 | 4.6% |
REPORT_TYPE
Categorical
Missing 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 27878 |
| Missing (%) | 3.1% |
| Memory size | 6.9 MiB |
| NOT ON SCENE (DESK REPORT) | |
|---|---|
| ON SCENE | |
| AMENDED | 240 |
Length
| Max length | 26 |
|---|---|
| Median length | 26 |
| Mean length | 18.114811 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ON SCENE |
|---|---|
| 2nd row | ON SCENE |
| 3rd row | ON SCENE |
| 4th row | ON SCENE |
| 5th row | ON SCENE |
Common Values
| Value | Count | Frequency (%) |
| NOT ON SCENE (DESK REPORT) | 488897 | |
| ON SCENE | 380865 | |
| AMENDED | 240 | < 0.1% |
| (Missing) | 27878 | 3.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| on | 869762 | |
| scene | 869762 | |
| not | 488897 | |
| desk | 488897 | |
| report | 488897 | |
| amended | 240 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 2717798 | |
| 2336453 | ||
| N | 2228661 | |
| O | 1847556 | |
| S | 1358659 | |
| T | 977794 | 6.2% |
| R | 977794 | 6.2% |
| C | 869762 | 5.5% |
| D | 489377 | 3.1% |
| ( | 488897 | 3.1% |
| Other values (5) | 1467171 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 15759922 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| E | 2717798 | |
| 2336453 | ||
| N | 2228661 | |
| O | 1847556 | |
| S | 1358659 | |
| T | 977794 | 6.2% |
| R | 977794 | 6.2% |
| C | 869762 | 5.5% |
| D | 489377 | 3.1% |
| ( | 488897 | 3.1% |
| Other values (5) | 1467171 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 15759922 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| E | 2717798 | |
| 2336453 | ||
| N | 2228661 | |
| O | 1847556 | |
| S | 1358659 | |
| T | 977794 | 6.2% |
| R | 977794 | 6.2% |
| C | 869762 | 5.5% |
| D | 489377 | 3.1% |
| ( | 488897 | 3.1% |
| Other values (5) | 1467171 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 15759922 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| E | 2717798 | |
| 2336453 | ||
| N | 2228661 | |
| O | 1847556 | |
| S | 1358659 | |
| T | 977794 | 6.2% |
| R | 977794 | 6.2% |
| C | 869762 | 5.5% |
| D | 489377 | 3.1% |
| ( | 488897 | 3.1% |
| Other values (5) | 1467171 |
CRASH_TYPE
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 MiB |
| NO INJURY / DRIVE AWAY | |
|---|---|
| INJURY AND / OR TOW DUE TO CRASH |
Length
| Max length | 32 |
|---|---|
| Median length | 22 |
| Mean length | 24.691173 |
| Min length | 22 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | INJURY AND / OR TOW DUE TO CRASH |
|---|---|
| 2nd row | NO INJURY / DRIVE AWAY |
| 3rd row | NO INJURY / DRIVE AWAY |
| 4th row | NO INJURY / DRIVE AWAY |
| 5th row | INJURY AND / OR TOW DUE TO CRASH |
Common Values
| Value | Count | Frequency (%) |
| NO INJURY / DRIVE AWAY | 656245 | |
| INJURY AND / OR TOW DUE TO CRASH | 241635 | 26.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| injury | 897880 | |
| 897880 | ||
| no | 656245 | |
| drive | 656245 | |
| away | 656245 | |
| and | 241635 | 4.6% |
| or | 241635 | 4.6% |
| tow | 241635 | 4.6% |
| due | 241635 | 4.6% |
| to | 241635 | 4.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 4316425 | ||
| R | 2037395 | |
| A | 1795760 | 8.1% |
| N | 1795760 | 8.1% |
| I | 1554125 | 7.0% |
| Y | 1554125 | 7.0% |
| O | 1381150 | 6.2% |
| D | 1139515 | 5.1% |
| U | 1139515 | 5.1% |
| J | 897880 | 4.1% |
| Other values (8) | 4558060 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 22169710 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 4316425 | ||
| R | 2037395 | |
| A | 1795760 | 8.1% |
| N | 1795760 | 8.1% |
| I | 1554125 | 7.0% |
| Y | 1554125 | 7.0% |
| O | 1381150 | 6.2% |
| D | 1139515 | 5.1% |
| U | 1139515 | 5.1% |
| J | 897880 | 4.1% |
| Other values (8) | 4558060 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 22169710 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 4316425 | ||
| R | 2037395 | |
| A | 1795760 | 8.1% |
| N | 1795760 | 8.1% |
| I | 1554125 | 7.0% |
| Y | 1554125 | 7.0% |
| O | 1381150 | 6.2% |
| D | 1139515 | 5.1% |
| U | 1139515 | 5.1% |
| J | 897880 | 4.1% |
| Other values (8) | 4558060 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 22169710 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 4316425 | ||
| R | 2037395 | |
| A | 1795760 | 8.1% |
| N | 1795760 | 8.1% |
| I | 1554125 | 7.0% |
| Y | 1554125 | 7.0% |
| O | 1381150 | 6.2% |
| D | 1139515 | 5.1% |
| U | 1139515 | 5.1% |
| J | 897880 | 4.1% |
| Other values (8) | 4558060 |
INTERSECTION_RELATED_I
Boolean
High correlation  Imbalance  Missing 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 691701 |
| Missing (%) | 77.0% |
| Memory size | 1.7 MiB |
| True | |
|---|---|
| False | 9833 |
| (Missing) |
| Value | Count | Frequency (%) |
| True | 196346 | 21.9% |
| False | 9833 | 1.1% |
| (Missing) | 691701 |
NOT_RIGHT_OF_WAY_I
Boolean
High correlation  Imbalance  Missing 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 856988 |
| Missing (%) | 95.4% |
| Memory size | 1.7 MiB |
| True | 37138 |
|---|---|
| False | 3754 |
| (Missing) |
| Value | Count | Frequency (%) |
| True | 37138 | 4.1% |
| False | 3754 | 0.4% |
| (Missing) | 856988 |
HIT_AND_RUN_I
Boolean
High correlation  Imbalance  Missing 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 616240 |
| Missing (%) | 68.6% |
| Memory size | 1.7 MiB |
| True | |
|---|---|
| False | 12065 |
| (Missing) |
| Value | Count | Frequency (%) |
| True | 269575 | |
| False | 12065 | 1.3% |
| (Missing) | 616240 |
DAMAGE
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 MiB |
| OVER $1,500 | |
|---|---|
| $501 - $1,500 | |
| $500 OR LESS |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 11.629067 |
| Min length | 11 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | OVER $1,500 |
|---|---|
| 2nd row | OVER $1,500 |
| 3rd row | OVER $1,500 |
| 4th row | OVER $1,500 |
| 5th row | OVER $1,500 |
Common Values
| Value | Count | Frequency (%) |
| OVER $1,500 | 565060 | |
| $501 - $1,500 | 232007 | |
| $500 OR LESS | 100813 | 11.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1,500 | 797067 | |
| over | 565060 | |
| 501 | 232007 | 10.9% |
| 232007 | 10.9% | |
| 500 | 100813 | 4.7% |
| or | 100813 | 4.7% |
| less | 100813 | 4.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2027767 | |
| 1230700 | ||
| $ | 1129887 | |
| 5 | 1129887 | |
| 1 | 1029074 | |
| , | 797067 | 7.6% |
| R | 665873 | 6.4% |
| E | 665873 | 6.4% |
| O | 665873 | 6.4% |
| V | 565060 | 5.4% |
| Other values (3) | 534446 | 5.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10441507 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2027767 | |
| 1230700 | ||
| $ | 1129887 | |
| 5 | 1129887 | |
| 1 | 1029074 | |
| , | 797067 | 7.6% |
| R | 665873 | 6.4% |
| E | 665873 | 6.4% |
| O | 665873 | 6.4% |
| V | 565060 | 5.4% |
| Other values (3) | 534446 | 5.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10441507 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2027767 | |
| 1230700 | ||
| $ | 1129887 | |
| 5 | 1129887 | |
| 1 | 1029074 | |
| , | 797067 | 7.6% |
| R | 665873 | 6.4% |
| E | 665873 | 6.4% |
| O | 665873 | 6.4% |
| V | 565060 | 5.4% |
| Other values (3) | 534446 | 5.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10441507 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2027767 | |
| 1230700 | ||
| $ | 1129887 | |
| 5 | 1129887 | |
| 1 | 1029074 | |
| , | 797067 | 7.6% |
| R | 665873 | 6.4% |
| E | 665873 | 6.4% |
| O | 665873 | 6.4% |
| V | 565060 | 5.4% |
| Other values (3) | 534446 | 5.1% |
| Distinct | 680121 |
|---|---|
| Distinct (%) | 75.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 MiB |
| Minimum | 2013-06-01 20:31:00 |
|---|---|
| Maximum | 2024-12-02 02:45:00 |
PRIM_CONTRIBUTORY_CAUSE
Categorical
| Distinct | 40 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 MiB |
| UNABLE TO DETERMINE | |
|---|---|
| FAILING TO YIELD RIGHT-OF-WAY | |
| FOLLOWING TOO CLOSELY | |
| NOT APPLICABLE | |
| IMPROPER OVERTAKING/PASSING | |
| Other values (35) |
Length
| Max length | 80 |
|---|---|
| Median length | 75 |
| Mean length | 23.718016 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | UNABLE TO DETERMINE |
|---|---|
| 2nd row | FOLLOWING TOO CLOSELY |
| 3rd row | FAILING TO REDUCE SPEED TO AVOID CRASH |
| 4th row | FAILING TO YIELD RIGHT-OF-WAY |
| 5th row | FOLLOWING TOO CLOSELY |
Common Values
| Value | Count | Frequency (%) |
| UNABLE TO DETERMINE | 351230 | |
| FAILING TO YIELD RIGHT-OF-WAY | 99122 | 11.0% |
| FOLLOWING TOO CLOSELY | 86667 | 9.7% |
| NOT APPLICABLE | 47458 | 5.3% |
| IMPROPER OVERTAKING/PASSING | 44741 | 5.0% |
| FAILING TO REDUCE SPEED TO AVOID CRASH | 37724 | 4.2% |
| IMPROPER BACKING | 34686 | 3.9% |
| IMPROPER LANE USAGE | 31987 | 3.6% |
| DRIVING SKILLS/KNOWLEDGE/EXPERIENCE | 30469 | 3.4% |
| IMPROPER TURNING/NO SIGNAL | 30073 | 3.3% |
| Other values (30) | 103723 | 11.6% |
Length
| Value | Count | Frequency (%) |
| to | 527897 | |
| unable | 351230 | 11.9% |
| determine | 351230 | 11.9% |
| improper | 141487 | 4.8% |
| failing | 136846 | 4.6% |
| yield | 99401 | 3.4% |
| right-of-way | 99122 | 3.4% |
| following | 86667 | 2.9% |
| too | 86667 | 2.9% |
| closely | 86667 | 2.9% |
| Other values (106) | 985019 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 2613852 | |
| 2054353 | 9.6% | |
| I | 1802613 | 8.5% |
| N | 1609243 | 7.6% |
| O | 1544471 | 7.3% |
| T | 1359514 | 6.4% |
| L | 1297386 | 6.1% |
| R | 1229838 | 5.8% |
| A | 1173420 | 5.5% |
| G | 791429 | 3.7% |
| Other values (23) | 5819813 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 21295932 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| E | 2613852 | |
| 2054353 | 9.6% | |
| I | 1802613 | 8.5% |
| N | 1609243 | 7.6% |
| O | 1544471 | 7.3% |
| T | 1359514 | 6.4% |
| L | 1297386 | 6.1% |
| R | 1229838 | 5.8% |
| A | 1173420 | 5.5% |
| G | 791429 | 3.7% |
| Other values (23) | 5819813 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 21295932 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| E | 2613852 | |
| 2054353 | 9.6% | |
| I | 1802613 | 8.5% |
| N | 1609243 | 7.6% |
| O | 1544471 | 7.3% |
| T | 1359514 | 6.4% |
| L | 1297386 | 6.1% |
| R | 1229838 | 5.8% |
| A | 1173420 | 5.5% |
| G | 791429 | 3.7% |
| Other values (23) | 5819813 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 21295932 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| E | 2613852 | |
| 2054353 | 9.6% | |
| I | 1802613 | 8.5% |
| N | 1609243 | 7.6% |
| O | 1544471 | 7.3% |
| T | 1359514 | 6.4% |
| L | 1297386 | 6.1% |
| R | 1229838 | 5.8% |
| A | 1173420 | 5.5% |
| G | 791429 | 3.7% |
| Other values (23) | 5819813 |
SEC_CONTRIBUTORY_CAUSE
Categorical
Imbalance 
| Distinct | 40 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 MiB |
| NOT APPLICABLE | |
|---|---|
| UNABLE TO DETERMINE | |
| FAILING TO REDUCE SPEED TO AVOID CRASH | 33044 |
| FAILING TO YIELD RIGHT-OF-WAY | 28782 |
| DRIVING SKILLS/KNOWLEDGE/EXPERIENCE | 27972 |
| Other values (35) |
Length
| Max length | 80 |
|---|---|
| Median length | 75 |
| Mean length | 19.462895 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NOT APPLICABLE |
|---|---|
| 2nd row | FOLLOWING TOO CLOSELY |
| 3rd row | OPERATING VEHICLE IN ERRATIC, RECKLESS, CARELESS, NEGLIGENT OR AGGRESSIVE MANNER |
| 4th row | NOT APPLICABLE |
| 5th row | DISTRACTION - FROM INSIDE VEHICLE |
Common Values
| Value | Count | Frequency (%) |
| NOT APPLICABLE | 370111 | |
| UNABLE TO DETERMINE | 323670 | |
| FAILING TO REDUCE SPEED TO AVOID CRASH | 33044 | 3.7% |
| FAILING TO YIELD RIGHT-OF-WAY | 28782 | 3.2% |
| DRIVING SKILLS/KNOWLEDGE/EXPERIENCE | 27972 | 3.1% |
| FOLLOWING TOO CLOSELY | 23639 | 2.6% |
| IMPROPER OVERTAKING/PASSING | 13956 | 1.6% |
| IMPROPER LANE USAGE | 12636 | 1.4% |
| WEATHER | 9906 | 1.1% |
| IMPROPER TURNING/NO SIGNAL | 9329 | 1.0% |
| Other values (30) | 44835 | 5.0% |
Length
| Value | Count | Frequency (%) |
| to | 419441 | |
| not | 371170 | |
| applicable | 370111 | |
| unable | 323670 | |
| determine | 323670 | |
| failing | 61826 | 2.5% |
| improper | 43085 | 1.7% |
| speed | 35955 | 1.4% |
| avoid | 33044 | 1.3% |
| crash | 33044 | 1.3% |
| Other values (106) | 493982 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 2291564 | |
| 1611118 | 9.2% | |
| L | 1405855 | 8.0% |
| N | 1388119 | 7.9% |
| A | 1375335 | 7.9% |
| I | 1290297 | 7.4% |
| T | 1268560 | 7.3% |
| O | 1133644 | 6.5% |
| P | 918590 | 5.3% |
| B | 711670 | 4.1% |
| Other values (23) | 4080592 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 17475344 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| E | 2291564 | |
| 1611118 | 9.2% | |
| L | 1405855 | 8.0% |
| N | 1388119 | 7.9% |
| A | 1375335 | 7.9% |
| I | 1290297 | 7.4% |
| T | 1268560 | 7.3% |
| O | 1133644 | 6.5% |
| P | 918590 | 5.3% |
| B | 711670 | 4.1% |
| Other values (23) | 4080592 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 17475344 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| E | 2291564 | |
| 1611118 | 9.2% | |
| L | 1405855 | 8.0% |
| N | 1388119 | 7.9% |
| A | 1375335 | 7.9% |
| I | 1290297 | 7.4% |
| T | 1268560 | 7.3% |
| O | 1133644 | 6.5% |
| P | 918590 | 5.3% |
| B | 711670 | 4.1% |
| Other values (23) | 4080592 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 17475344 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| E | 2291564 | |
| 1611118 | 9.2% | |
| L | 1405855 | 8.0% |
| N | 1388119 | 7.9% |
| A | 1375335 | 7.9% |
| I | 1290297 | 7.4% |
| T | 1268560 | 7.3% |
| O | 1133644 | 6.5% |
| P | 918590 | 5.3% |
| B | 711670 | 4.1% |
| Other values (23) | 4080592 |
STREET_NO
Real number (ℝ)
High correlation 
| Distinct | 11827 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3687.9654 |
| Minimum | 0 |
|---|---|
| Maximum | 451100 |
| Zeros | 5 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 150 |
| Q1 | 1253 |
| median | 3201 |
| Q3 | 5559 |
| 95-th percentile | 9036 |
| Maximum | 451100 |
| Range | 451100 |
| Interquartile range (IQR) | 4306 |
Descriptive statistics
| Standard deviation | 2879.5297 |
|---|---|
| Coefficient of variation (CV) | 0.78079086 |
| Kurtosis | 649.00537 |
| Mean | 3687.9654 |
| Median Absolute Deviation (MAD) | 2100 |
| Skewness | 4.9051114 |
| Sum | 3.3113504 × 109 |
| Variance | 8291691 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1600 | 5722 | 0.6% |
| 100 | 5275 | 0.6% |
| 800 | 5186 | 0.6% |
| 200 | 4931 | 0.5% |
| 300 | 4402 | 0.5% |
| 2400 | 4360 | 0.5% |
| 4700 | 4349 | 0.5% |
| 1200 | 4261 | 0.5% |
| 500 | 4217 | 0.5% |
| 7900 | 4099 | 0.5% |
| Other values (11817) | 851078 |
| Value | Count | Frequency (%) |
| 0 | 5 | < 0.1% |
| 1 | 3746 | |
| 2 | 1838 | |
| 3 | 767 | 0.1% |
| 4 | 155 | < 0.1% |
| 5 | 695 | 0.1% |
| 6 | 227 | < 0.1% |
| 7 | 178 | < 0.1% |
| 8 | 214 | < 0.1% |
| 9 | 188 | < 0.1% |
| Value | Count | Frequency (%) |
| 451100 | 1 | < 0.1% |
| 34453 | 1 | < 0.1% |
| 13799 | 6 | < 0.1% |
| 13795 | 1 | < 0.1% |
| 13787 | 1 | < 0.1% |
| 13781 | 1 | < 0.1% |
| 13780 | 1 | < 0.1% |
| 13770 | 30 | |
| 13768 | 1 | < 0.1% |
| 13763 | 1 | < 0.1% |
STREET_DIRECTION
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4 |
| Missing (%) | < 0.1% |
| Memory size | 6.9 MiB |
| W | |
|---|---|
| S | |
| N | |
| E |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | S |
|---|---|
| 2nd row | S |
| 3rd row | S |
| 4th row | W |
| 5th row | W |
Common Values
| Value | Count | Frequency (%) |
| W | 321516 | |
| S | 299873 | |
| N | 215870 | |
| E | 60617 | 6.8% |
| (Missing) | 4 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| w | 321516 | |
| s | 299873 | |
| n | 215870 | |
| e | 60617 | 6.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| W | 321516 | |
| S | 299873 | |
| N | 215870 | |
| E | 60617 | 6.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 897876 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| W | 321516 | |
| S | 299873 | |
| N | 215870 | |
| E | 60617 | 6.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 897876 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| W | 321516 | |
| S | 299873 | |
| N | 215870 | |
| E | 60617 | 6.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 897876 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| W | 321516 | |
| S | 299873 | |
| N | 215870 | |
| E | 60617 | 6.8% |
STREET_NAME
Text
| Distinct | 1648 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 6.9 MiB |
Length
| Max length | 31 |
|---|---|
| Median length | 24 |
| Mean length | 10.680425 |
| Min length | 4 |
Unique
| Unique | 137 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | WENTWORTH AVE |
|---|---|
| 2nd row | CHICAGO SKYWAY OB |
| 3rd row | ASHLAND AVE |
| 4th row | BALMORAL AVE |
| 5th row | OHARE ST |
| Value | Count | Frequency (%) |
| ave | 455268 | |
| st | 278374 | 14.5% |
| rd | 58325 | 3.0% |
| dr | 55173 | 2.9% |
| blvd | 34127 | 1.8% |
| lake | 28593 | 1.5% |
| western | 26129 | 1.4% |
| shore | 24022 | 1.3% |
| pulaski | 21700 | 1.1% |
| cicero | 20190 | 1.1% |
| Other values (1351) | 917778 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 1099102 | |
| A | 1047193 | |
| 1021801 | 10.7% | |
| T | 679827 | 7.1% |
| S | 632010 | 6.6% |
| R | 614969 | 6.4% |
| V | 555803 | 5.8% |
| N | 481421 | 5.0% |
| L | 447948 | 4.7% |
| O | 401021 | 4.2% |
| Other values (30) | 2608634 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 9589729 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| E | 1099102 | |
| A | 1047193 | |
| 1021801 | 10.7% | |
| T | 679827 | 7.1% |
| S | 632010 | 6.6% |
| R | 614969 | 6.4% |
| V | 555803 | 5.8% |
| N | 481421 | 5.0% |
| L | 447948 | 4.7% |
| O | 401021 | 4.2% |
| Other values (30) | 2608634 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 9589729 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| E | 1099102 | |
| A | 1047193 | |
| 1021801 | 10.7% | |
| T | 679827 | 7.1% |
| S | 632010 | 6.6% |
| R | 614969 | 6.4% |
| V | 555803 | 5.8% |
| N | 481421 | 5.0% |
| L | 447948 | 4.7% |
| O | 401021 | 4.2% |
| Other values (30) | 2608634 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 9589729 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| E | 1099102 | |
| A | 1047193 | |
| 1021801 | 10.7% | |
| T | 679827 | 7.1% |
| S | 632010 | 6.6% |
| R | 614969 | 6.4% |
| V | 555803 | 5.8% |
| N | 481421 | 5.0% |
| L | 447948 | 4.7% |
| O | 401021 | 4.2% |
| Other values (30) | 2608634 |
BEAT_OF_OCCURRENCE
Real number (ℝ)
High correlation 
| Distinct | 276 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 5 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1245.4846 |
| Minimum | 111 |
|---|---|
| Maximum | 6100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.9 MiB |
Quantile statistics
| Minimum | 111 |
|---|---|
| 5-th percentile | 131 |
| Q1 | 715 |
| median | 1212 |
| Q3 | 1822 |
| 95-th percentile | 2513 |
| Maximum | 6100 |
| Range | 5989 |
| Interquartile range (IQR) | 1107 |
Descriptive statistics
| Standard deviation | 704.84186 |
|---|---|
| Coefficient of variation (CV) | 0.56591778 |
| Kurtosis | -0.98963934 |
| Mean | 1245.4846 |
| Median Absolute Deviation (MAD) | 580 |
| Skewness | 0.17636727 |
| Sum | 1.1182894 × 109 |
| Variance | 496802.04 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1834 | 10868 | 1.2% |
| 114 | 9250 | 1.0% |
| 813 | 9049 | 1.0% |
| 815 | 8558 | 1.0% |
| 1831 | 8211 | 0.9% |
| 122 | 7708 | 0.9% |
| 833 | 7332 | 0.8% |
| 834 | 6786 | 0.8% |
| 2413 | 6735 | 0.8% |
| 2512 | 6567 | 0.7% |
| Other values (266) | 816811 |
| Value | Count | Frequency (%) |
| 111 | 3882 | |
| 112 | 2745 | 0.3% |
| 113 | 2103 | 0.2% |
| 114 | 9250 | |
| 121 | 4158 | |
| 122 | 7708 | |
| 123 | 5506 | |
| 124 | 4689 | |
| 131 | 5289 | |
| 132 | 5579 |
| Value | Count | Frequency (%) |
| 6100 | 7 | < 0.1% |
| 2535 | 2861 | |
| 2534 | 3847 | |
| 2533 | 6381 | |
| 2532 | 2513 | 0.3% |
| 2531 | 2417 | 0.3% |
| 2525 | 1976 | 0.2% |
| 2524 | 2842 | |
| 2523 | 3143 | |
| 2522 | 3728 |
PHOTOS_TAKEN_I
Boolean
High correlation  Missing 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 885622 |
| Missing (%) | 98.6% |
| Memory size | 1.7 MiB |
| True | 9229 |
|---|---|
| False | 3029 |
| (Missing) |
| Value | Count | Frequency (%) |
| True | 9229 | 1.0% |
| False | 3029 | 0.3% |
| (Missing) | 885622 |
STATEMENTS_TAKEN_I
Boolean
High correlation  Missing 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 877235 |
| Missing (%) | 97.7% |
| Memory size | 1.7 MiB |
| True | 16905 |
|---|---|
| False | 3740 |
| (Missing) |
| Value | Count | Frequency (%) |
| True | 16905 | 1.9% |
| False | 3740 | 0.4% |
| (Missing) | 877235 |
DOORING_I
Boolean
High correlation  Missing 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 895036 |
| Missing (%) | 99.7% |
| Memory size | 1.7 MiB |
| True | 1913 |
|---|---|
| False | 931 |
| (Missing) |
| Value | Count | Frequency (%) |
| True | 1913 | 0.2% |
| False | 931 | 0.1% |
| (Missing) | 895036 |
WORK_ZONE_I
Boolean
High correlation  Missing 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 892860 |
| Missing (%) | 99.4% |
| Memory size | 1.7 MiB |
| True | 3879 |
|---|---|
| False | 1141 |
| (Missing) |
| Value | Count | Frequency (%) |
| True | 3879 | 0.4% |
| False | 1141 | 0.1% |
| (Missing) | 892860 |
WORK_ZONE_TYPE
Categorical
High correlation  Missing 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 894001 |
| Missing (%) | 99.6% |
| Memory size | 6.9 MiB |
| CONSTRUCTION | |
|---|---|
| UNKNOWN | |
| MAINTENANCE | |
| UTILITY | 242 |
Length
| Max length | 12 |
|---|---|
| Median length | 12 |
| Mean length | 10.883733 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | CONSTRUCTION |
|---|---|
| 2nd row | CONSTRUCTION |
| 3rd row | CONSTRUCTION |
| 4th row | CONSTRUCTION |
| 5th row | CONSTRUCTION |
Common Values
| Value | Count | Frequency (%) |
| CONSTRUCTION | 2693 | 0.3% |
| UNKNOWN | 544 | 0.1% |
| MAINTENANCE | 400 | < 0.1% |
| UTILITY | 242 | < 0.1% |
| (Missing) | 894001 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| construction | 2693 | |
| unknown | 544 | 14.0% |
| maintenance | 400 | 10.3% |
| utility | 242 | 6.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 8218 | |
| T | 6270 | |
| O | 5930 | |
| C | 5786 | |
| I | 3577 | |
| U | 3479 | |
| S | 2693 | 6.4% |
| R | 2693 | 6.4% |
| A | 800 | 1.9% |
| E | 800 | 1.9% |
| Other values (5) | 1972 | 4.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 42218 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| N | 8218 | |
| T | 6270 | |
| O | 5930 | |
| C | 5786 | |
| I | 3577 | |
| U | 3479 | |
| S | 2693 | 6.4% |
| R | 2693 | 6.4% |
| A | 800 | 1.9% |
| E | 800 | 1.9% |
| Other values (5) | 1972 | 4.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 42218 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| N | 8218 | |
| T | 6270 | |
| O | 5930 | |
| C | 5786 | |
| I | 3577 | |
| U | 3479 | |
| S | 2693 | 6.4% |
| R | 2693 | 6.4% |
| A | 800 | 1.9% |
| E | 800 | 1.9% |
| Other values (5) | 1972 | 4.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 42218 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| N | 8218 | |
| T | 6270 | |
| O | 5930 | |
| C | 5786 | |
| I | 3577 | |
| U | 3479 | |
| S | 2693 | 6.4% |
| R | 2693 | 6.4% |
| A | 800 | 1.9% |
| E | 800 | 1.9% |
| Other values (5) | 1972 | 4.7% |
WORKERS_PRESENT_I
Boolean
High correlation  Missing 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 896584 |
| Missing (%) | 99.9% |
| Memory size | 1.7 MiB |
| True | 1149 |
|---|---|
| False | 147 |
| (Missing) |
| Value | Count | Frequency (%) |
| True | 1149 | 0.1% |
| False | 147 | < 0.1% |
| (Missing) | 896584 |
NUM_UNITS
Real number (ℝ)
| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0352319 |
| Minimum | 1 |
|---|---|
| Maximum | 18 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.9 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 18 |
| Range | 17 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.45195466 |
|---|---|
| Coefficient of variation (CV) | 0.22206544 |
| Kurtosis | 40.000274 |
| Mean | 2.0352319 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.3876972 |
| Sum | 1827394 |
| Variance | 0.20426302 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 786228 | |
| 3 | 49528 | 5.5% |
| 1 | 49147 | 5.5% |
| 4 | 9564 | 1.1% |
| 5 | 2334 | 0.3% |
| 6 | 669 | 0.1% |
| 7 | 227 | < 0.1% |
| 8 | 99 | < 0.1% |
| 9 | 40 | < 0.1% |
| 10 | 20 | < 0.1% |
| Other values (7) | 24 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 49147 | 5.5% |
| 2 | 786228 | |
| 3 | 49528 | 5.5% |
| 4 | 9564 | 1.1% |
| 5 | 2334 | 0.3% |
| 6 | 669 | 0.1% |
| 7 | 227 | < 0.1% |
| 8 | 99 | < 0.1% |
| 9 | 40 | < 0.1% |
| 10 | 20 | < 0.1% |
| Value | Count | Frequency (%) |
| 18 | 5 | < 0.1% |
| 16 | 2 | < 0.1% |
| 15 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
| 13 | 1 | < 0.1% |
| 12 | 5 | < 0.1% |
| 11 | 8 | < 0.1% |
| 10 | 20 | < 0.1% |
| 9 | 40 | |
| 8 | 99 |
MOST_SEVERE_INJURY
Categorical
High correlation  Imbalance 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1988 |
| Missing (%) | 0.2% |
| Memory size | 6.9 MiB |
| NO INDICATION OF INJURY | |
|---|---|
| NONINCAPACITATING INJURY | 70855 |
| REPORTED, NOT EVIDENT | 39259 |
| INCAPACITATING INJURY | 15038 |
| FATAL | 982 |
Length
| Max length | 24 |
|---|---|
| Median length | 23 |
| Mean length | 22.938145 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | INCAPACITATING INJURY |
|---|---|
| 2nd row | NO INDICATION OF INJURY |
| 3rd row | NO INDICATION OF INJURY |
| 4th row | NO INDICATION OF INJURY |
| 5th row | NONINCAPACITATING INJURY |
Common Values
| Value | Count | Frequency (%) |
| NO INDICATION OF INJURY | 769758 | |
| NONINCAPACITATING INJURY | 70855 | 7.9% |
| REPORTED, NOT EVIDENT | 39259 | 4.4% |
| INCAPACITATING INJURY | 15038 | 1.7% |
| FATAL | 982 | 0.1% |
| (Missing) | 1988 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| injury | 855651 | |
| no | 769758 | |
| indication | 769758 | |
| of | 769758 | |
| nonincapacitating | 70855 | 2.1% |
| reported | 39259 | 1.2% |
| not | 39259 | 1.2% |
| evident | 39259 | 1.2% |
| incapacitating | 15038 | 0.4% |
| fatal | 982 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 3556939 | |
| I | 3461863 | |
| 2473685 | ||
| O | 2458647 | |
| T | 1060303 | 5.2% |
| A | 1029401 | 5.0% |
| C | 941544 | 4.6% |
| R | 934169 | 4.5% |
| U | 855651 | 4.2% |
| Y | 855651 | 4.2% |
| Other values (9) | 2922248 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 20550101 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| N | 3556939 | |
| I | 3461863 | |
| 2473685 | ||
| O | 2458647 | |
| T | 1060303 | 5.2% |
| A | 1029401 | 5.0% |
| C | 941544 | 4.6% |
| R | 934169 | 4.5% |
| U | 855651 | 4.2% |
| Y | 855651 | 4.2% |
| Other values (9) | 2922248 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 20550101 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| N | 3556939 | |
| I | 3461863 | |
| 2473685 | ||
| O | 2458647 | |
| T | 1060303 | 5.2% |
| A | 1029401 | 5.0% |
| C | 941544 | 4.6% |
| R | 934169 | 4.5% |
| U | 855651 | 4.2% |
| Y | 855651 | 4.2% |
| Other values (9) | 2922248 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 20550101 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| N | 3556939 | |
| I | 3461863 | |
| 2473685 | ||
| O | 2458647 | |
| T | 1060303 | 5.2% |
| A | 1029401 | 5.0% |
| C | 941544 | 4.6% |
| R | 934169 | 4.5% |
| U | 855651 | 4.2% |
| Y | 855651 | 4.2% |
| Other values (9) | 2922248 |
INJURIES_TOTAL
Real number (ℝ)
High correlation  Zeros 
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1974 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.19419336 |
| Minimum | 0 |
|---|---|
| Maximum | 21 |
| Zeros | 769772 |
| Zeros (%) | 85.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5723508 |
|---|---|
| Coefficient of variation (CV) | 2.9473242 |
| Kurtosis | 43.808227 |
| Mean | 0.19419336 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.7624072 |
| Sum | 173979 |
| Variance | 0.32758544 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 769772 | |
| 1 | 94798 | 10.6% |
| 2 | 21181 | 2.4% |
| 3 | 6451 | 0.7% |
| 4 | 2297 | 0.3% |
| 5 | 822 | 0.1% |
| 6 | 324 | < 0.1% |
| 7 | 131 | < 0.1% |
| 8 | 53 | < 0.1% |
| 9 | 27 | < 0.1% |
| Other values (10) | 50 | < 0.1% |
| (Missing) | 1974 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 769772 | |
| 1 | 94798 | 10.6% |
| 2 | 21181 | 2.4% |
| 3 | 6451 | 0.7% |
| 4 | 2297 | 0.3% |
| 5 | 822 | 0.1% |
| 6 | 324 | < 0.1% |
| 7 | 131 | < 0.1% |
| 8 | 53 | < 0.1% |
| 9 | 27 | < 0.1% |
| Value | Count | Frequency (%) |
| 21 | 4 | < 0.1% |
| 19 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 15 | 8 | |
| 14 | 1 | < 0.1% |
| 13 | 3 | < 0.1% |
| 12 | 6 | < 0.1% |
| 11 | 9 | |
| 10 | 16 |
INJURIES_FATAL
Categorical
Imbalance 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1974 |
| Missing (%) | 0.2% |
| Memory size | 6.9 MiB |
| 0.0 | |
|---|---|
| 1.0 | 909 |
| 2.0 | 64 |
| 3.0 | 8 |
| 4.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 894924 | |
| 1.0 | 909 | 0.1% |
| 2.0 | 64 | < 0.1% |
| 3.0 | 8 | < 0.1% |
| 4.0 | 1 | < 0.1% |
| (Missing) | 1974 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 894924 | |
| 1.0 | 909 | 0.1% |
| 2.0 | 64 | < 0.1% |
| 3.0 | 8 | < 0.1% |
| 4.0 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1790830 | |
| . | 895906 | |
| 1 | 909 | < 0.1% |
| 2 | 64 | < 0.1% |
| 3 | 8 | < 0.1% |
| 4 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2687718 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1790830 | |
| . | 895906 | |
| 1 | 909 | < 0.1% |
| 2 | 64 | < 0.1% |
| 3 | 8 | < 0.1% |
| 4 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2687718 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1790830 | |
| . | 895906 | |
| 1 | 909 | < 0.1% |
| 2 | 64 | < 0.1% |
| 3 | 8 | < 0.1% |
| 4 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2687718 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1790830 | |
| . | 895906 | |
| 1 | 909 | < 0.1% |
| 2 | 64 | < 0.1% |
| 3 | 8 | < 0.1% |
| 4 | 1 | < 0.1% |
INJURIES_INCAPACITATING
Real number (ℝ)
Zeros 
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1974 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.019754305 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 880718 |
| Zeros (%) | 98.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.16464574 |
|---|---|
| Coefficient of variation (CV) | 8.3346764 |
| Kurtosis | 194.93791 |
| Mean | 0.019754305 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.38532 |
| Sum | 17698 |
| Variance | 0.027108218 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 880718 | |
| 1 | 13339 | 1.5% |
| 2 | 1393 | 0.2% |
| 3 | 310 | < 0.1% |
| 4 | 106 | < 0.1% |
| 5 | 29 | < 0.1% |
| 6 | 7 | < 0.1% |
| 7 | 2 | < 0.1% |
| 10 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| (Missing) | 1974 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 880718 | |
| 1 | 13339 | 1.5% |
| 2 | 1393 | 0.2% |
| 3 | 310 | < 0.1% |
| 4 | 106 | < 0.1% |
| 5 | 29 | < 0.1% |
| 6 | 7 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 7 | < 0.1% |
| 5 | 29 | < 0.1% |
| 4 | 106 | < 0.1% |
| 3 | 310 | < 0.1% |
| 2 | 1393 | 0.2% |
| 1 | 13339 | 1.5% |
| 0 | 880718 |
INJURIES_NON_INCAPACITATING
Real number (ℝ)
High correlation  Zeros 
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1974 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1087949 |
| Minimum | 0 |
|---|---|
| Maximum | 21 |
| Zeros | 822306 |
| Zeros (%) | 91.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.42531625 |
|---|---|
| Coefficient of variation (CV) | 3.9093401 |
| Kurtosis | 77.511065 |
| Mean | 0.1087949 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.2951477 |
| Sum | 97470 |
| Variance | 0.18089391 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 822306 | |
| 1 | 57677 | 6.4% |
| 2 | 10962 | 1.2% |
| 3 | 3198 | 0.4% |
| 4 | 1109 | 0.1% |
| 5 | 385 | < 0.1% |
| 6 | 159 | < 0.1% |
| 7 | 53 | < 0.1% |
| 8 | 22 | < 0.1% |
| 10 | 9 | < 0.1% |
| Other values (10) | 26 | < 0.1% |
| (Missing) | 1974 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 822306 | |
| 1 | 57677 | 6.4% |
| 2 | 10962 | 1.2% |
| 3 | 3198 | 0.4% |
| 4 | 1109 | 0.1% |
| 5 | 385 | < 0.1% |
| 6 | 159 | < 0.1% |
| 7 | 53 | < 0.1% |
| 8 | 22 | < 0.1% |
| 9 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 21 | 2 | < 0.1% |
| 19 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 12 | 4 | |
| 11 | 6 | |
| 10 | 9 |
INJURIES_REPORTED_NOT_EVIDENT
Real number (ℝ)
High correlation  Zeros 
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1974 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.064455423 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 852119 |
| Zeros (%) | 94.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.32641532 |
|---|---|
| Coefficient of variation (CV) | 5.0642027 |
| Kurtosis | 90.467454 |
| Mean | 0.064455423 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.4971597 |
| Sum | 57746 |
| Variance | 0.10654696 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 852119 | |
| 1 | 34008 | 3.8% |
| 2 | 7056 | 0.8% |
| 3 | 1830 | 0.2% |
| 4 | 579 | 0.1% |
| 5 | 199 | < 0.1% |
| 6 | 55 | < 0.1% |
| 7 | 27 | < 0.1% |
| 8 | 13 | < 0.1% |
| 9 | 10 | < 0.1% |
| Other values (3) | 10 | < 0.1% |
| (Missing) | 1974 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 852119 | |
| 1 | 34008 | 3.8% |
| 2 | 7056 | 0.8% |
| 3 | 1830 | 0.2% |
| 4 | 579 | 0.1% |
| 5 | 199 | < 0.1% |
| 6 | 55 | < 0.1% |
| 7 | 27 | < 0.1% |
| 8 | 13 | < 0.1% |
| 9 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 15 | 2 | < 0.1% |
| 11 | 2 | < 0.1% |
| 10 | 6 | < 0.1% |
| 9 | 10 | < 0.1% |
| 8 | 13 | < 0.1% |
| 7 | 27 | < 0.1% |
| 6 | 55 | < 0.1% |
| 5 | 199 | < 0.1% |
| 4 | 579 | 0.1% |
| 3 | 1830 |
INJURIES_NO_INDICATION
Real number (ℝ)
Zeros 
| Distinct | 50 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1974 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0010481 |
| Minimum | 0 |
|---|---|
| Maximum | 61 |
| Zeros | 19237 |
| Zeros (%) | 2.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 61 |
| Range | 61 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.157458 |
|---|---|
| Coefficient of variation (CV) | 0.57842588 |
| Kurtosis | 71.965418 |
| Mean | 2.0010481 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.818708 |
| Sum | 1792751 |
| Variance | 1.339709 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 416578 | |
| 1 | 274652 | |
| 3 | 112877 | 12.6% |
| 4 | 42155 | 4.7% |
| 0 | 19237 | 2.1% |
| 5 | 17687 | 2.0% |
| 6 | 7346 | 0.8% |
| 7 | 2855 | 0.3% |
| 8 | 1273 | 0.1% |
| 9 | 527 | 0.1% |
| Other values (40) | 719 | 0.1% |
| (Missing) | 1974 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 19237 | 2.1% |
| 1 | 274652 | |
| 2 | 416578 | |
| 3 | 112877 | 12.6% |
| 4 | 42155 | 4.7% |
| 5 | 17687 | 2.0% |
| 6 | 7346 | 0.8% |
| 7 | 2855 | 0.3% |
| 8 | 1273 | 0.1% |
| 9 | 527 | 0.1% |
| Value | Count | Frequency (%) |
| 61 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 49 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
| 46 | 1 | < 0.1% |
| 45 | 2 | |
| 43 | 1 | < 0.1% |
| 42 | 4 | |
| 41 | 1 | < 0.1% |
| 40 | 2 |
INJURIES_UNKNOWN
Categorical
Constant 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1974 |
| Missing (%) | 0.2% |
| Memory size | 6.9 MiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 895906 | |
| (Missing) | 1974 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 895906 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1791812 | |
| . | 895906 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2687718 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1791812 | |
| . | 895906 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2687718 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1791812 | |
| . | 895906 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2687718 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1791812 | |
| . | 895906 |
CRASH_HOUR
Real number (ℝ)
Zeros 
| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.201156 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 19577 |
| Zeros (%) | 2.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 9 |
| median | 14 |
| Q3 | 17 |
| 95-th percentile | 22 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 5.5721761 |
|---|---|
| Coefficient of variation (CV) | 0.42209758 |
| Kurtosis | -0.38820372 |
| Mean | 13.201156 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.42849832 |
| Sum | 11853054 |
| Variance | 31.049146 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15 | 69528 | 7.7% |
| 16 | 68733 | 7.7% |
| 17 | 66851 | 7.4% |
| 14 | 59971 | 6.7% |
| 18 | 55165 | 6.1% |
| 13 | 54308 | 6.0% |
| 12 | 52604 | 5.9% |
| 8 | 47410 | 5.3% |
| 11 | 45551 | 5.1% |
| 9 | 41042 | 4.6% |
| Other values (14) | 336717 |
| Value | Count | Frequency (%) |
| 0 | 19577 | |
| 1 | 16709 | 1.9% |
| 2 | 14307 | 1.6% |
| 3 | 11805 | 1.3% |
| 4 | 10432 | 1.2% |
| 5 | 12342 | 1.4% |
| 6 | 19408 | |
| 7 | 38012 | |
| 8 | 47410 | |
| 9 | 41042 |
| Value | Count | Frequency (%) |
| 23 | 23425 | 2.6% |
| 22 | 27025 | 3.0% |
| 21 | 29347 | |
| 20 | 32890 | |
| 19 | 40656 | |
| 18 | 55165 | |
| 17 | 66851 | |
| 16 | 68733 | |
| 15 | 69528 | |
| 14 | 59971 |
CRASH_DAY_OF_WEEK
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.120603 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.9 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.9808583 |
|---|---|
| Coefficient of variation (CV) | 0.48072049 |
| Kurtosis | -1.2386448 |
| Mean | 4.120603 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.076857429 |
| Sum | 3699807 |
| Variance | 3.9237996 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 145517 | |
| 7 | 132842 | |
| 5 | 129141 | |
| 3 | 127875 | |
| 4 | 127305 | |
| 2 | 123061 | |
| 1 | 112139 |
| Value | Count | Frequency (%) |
| 1 | 112139 | |
| 2 | 123061 | |
| 3 | 127875 | |
| 4 | 127305 | |
| 5 | 129141 | |
| 6 | 145517 | |
| 7 | 132842 |
| Value | Count | Frequency (%) |
| 7 | 132842 | |
| 6 | 145517 | |
| 5 | 129141 | |
| 4 | 127305 | |
| 3 | 127875 | |
| 2 | 123061 | |
| 1 | 112139 |
CRASH_MONTH
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.7181483 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.9 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.3741588 |
|---|---|
| Coefficient of variation (CV) | 0.50224535 |
| Kurtosis | -1.1589333 |
| Mean | 6.7181483 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.10574809 |
| Sum | 6032091 |
| Variance | 11.384947 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 86677 | |
| 9 | 82225 | |
| 8 | 80820 | |
| 7 | 78568 | |
| 11 | 78039 | |
| 6 | 77697 | |
| 5 | 77268 | |
| 12 | 71006 | |
| 3 | 67811 | |
| 4 | 66417 | |
| Other values (2) | 131352 |
| Value | Count | Frequency (%) |
| 1 | 66068 | |
| 2 | 65284 | |
| 3 | 67811 | |
| 4 | 66417 | |
| 5 | 77268 | |
| 6 | 77697 | |
| 7 | 78568 | |
| 8 | 80820 | |
| 9 | 82225 | |
| 10 | 86677 |
| Value | Count | Frequency (%) |
| 12 | 71006 | |
| 11 | 78039 | |
| 10 | 86677 | |
| 9 | 82225 | |
| 8 | 80820 | |
| 7 | 78568 | |
| 6 | 77697 | |
| 5 | 77268 | |
| 4 | 66417 | |
| 3 | 67811 |
LATITUDE
Real number (ℝ)
High correlation  Skewed 
| Distinct | 318580 |
|---|---|
| Distinct (%) | 35.7% |
| Missing | 6482 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.855147 |
| Minimum | 0 |
|---|---|
| Maximum | 42.02278 |
| Zeros | 54 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 41.712771 |
| Q1 | 41.783272 |
| median | 41.874979 |
| Q3 | 41.924572 |
| 95-th percentile | 41.990161 |
| Maximum | 42.02278 |
| Range | 42.02278 |
| Interquartile range (IQR) | 0.14129935 |
Descriptive statistics
| Standard deviation | 0.33697448 |
|---|---|
| Coefficient of variation (CV) | 0.0080509687 |
| Kurtosis | 14415.936 |
| Mean | 41.855147 |
| Median Absolute Deviation (MAD) | 0.068241591 |
| Skewness | -116.08825 |
| Sum | 37309594 |
| Variance | 0.1135518 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 41.97620114 | 1432 | 0.2% |
| 41.90095892 | 815 | 0.1% |
| 41.79142028 | 625 | 0.1% |
| 41.7514606 | 611 | 0.1% |
| 41.72225727 | 487 | 0.1% |
| 41.75466012 | 408 | < 0.1% |
| 41.88085605 | 366 | < 0.1% |
| 41.78932932 | 351 | < 0.1% |
| 41.90075297 | 339 | < 0.1% |
| 41.89680497 | 338 | < 0.1% |
| Other values (318570) | 885626 | |
| (Missing) | 6482 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 54 | |
| 41.64467013 | 26 | |
| 41.64469152 | 5 | < 0.1% |
| 41.64469397 | 7 | < 0.1% |
| 41.64469408 | 1 | < 0.1% |
| 41.64469775 | 1 | < 0.1% |
| 41.64470194 | 6 | < 0.1% |
| 41.64471103 | 1 | < 0.1% |
| 41.64471232 | 2 | < 0.1% |
| 41.64471457 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 42.02277986 | 10 | |
| 42.02275469 | 1 | < 0.1% |
| 42.02273632 | 1 | < 0.1% |
| 42.02272017 | 2 | < 0.1% |
| 42.02266893 | 1 | < 0.1% |
| 42.02266114 | 2 | < 0.1% |
| 42.02266027 | 9 | |
| 42.02265996 | 1 | < 0.1% |
| 42.02265785 | 1 | < 0.1% |
| 42.0226457 | 1 | < 0.1% |
LONGITUDE
Real number (ℝ)
High correlation  Skewed 
| Distinct | 318545 |
|---|---|
| Distinct (%) | 35.7% |
| Missing | 6482 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -87.673638 |
| Minimum | -87.936193 |
|---|---|
| Maximum | 0 |
| Zeros | 54 |
| Zeros (%) | < 0.1% |
| Negative | 891344 |
| Negative (%) | 99.3% |
| Memory size | 6.9 MiB |
Quantile statistics
| Minimum | -87.936193 |
|---|---|
| 5-th percentile | -87.777028 |
| Q1 | -87.721831 |
| median | -87.674283 |
| Q3 | -87.633625 |
| 95-th percentile | -87.585813 |
| Maximum | 0 |
| Range | 87.936193 |
| Interquartile range (IQR) | 0.088206134 |
Descriptive statistics
| Standard deviation | 0.68495344 |
|---|---|
| Coefficient of variation (CV) | -0.0078125358 |
| Kurtosis | 16258.381 |
| Mean | -87.673638 |
| Median Absolute Deviation (MAD) | 0.043142945 |
| Skewness | 127.0417 |
| Sum | -78152106 |
| Variance | 0.46916121 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -87.90530913 | 1432 | 0.2% |
| -87.61992817 | 815 | 0.1% |
| -87.58014777 | 625 | 0.1% |
| -87.58597199 | 611 | 0.1% |
| -87.58527557 | 487 | 0.1% |
| -87.74138476 | 408 | < 0.1% |
| -87.61763589 | 366 | < 0.1% |
| -87.74164564 | 351 | < 0.1% |
| -87.624235 | 339 | < 0.1% |
| -87.61702742 | 338 | < 0.1% |
| Other values (318535) | 885626 | |
| (Missing) | 6482 | 0.7% |
| Value | Count | Frequency (%) |
| -87.93619295 | 1 | < 0.1% |
| -87.93587692 | 1 | < 0.1% |
| -87.93476313 | 3 | < 0.1% |
| -87.93450972 | 1 | < 0.1% |
| -87.93401422 | 1 | < 0.1% |
| -87.93399393 | 54 | |
| -87.9339765 | 3 | < 0.1% |
| -87.93302828 | 8 | < 0.1% |
| -87.92822117 | 3 | < 0.1% |
| -87.92726168 | 13 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 54 | |
| -87.52458739 | 15 | < 0.1% |
| -87.52458901 | 4 | < 0.1% |
| -87.52464032 | 1 | < 0.1% |
| -87.5246459 | 1 | < 0.1% |
| -87.52467395 | 8 | < 0.1% |
| -87.52467489 | 1 | < 0.1% |
| -87.52467584 | 1 | < 0.1% |
| -87.52467708 | 1 | < 0.1% |
| -87.52468243 | 1 | < 0.1% |
LOCATION
Text
| Distinct | 318782 |
|---|---|
| Distinct (%) | 35.8% |
| Missing | 6482 |
| Missing (%) | 0.7% |
| Memory size | 6.9 MiB |
Length
| Max length | 40 |
|---|---|
| Median length | 40 |
| Mean length | 39.779494 |
| Min length | 11 |
Unique
| Unique | 198764 ? |
|---|---|
| Unique (%) | 22.3% |
Sample
| 1st row | POINT (-87.665902342962 41.854120262952) |
|---|---|
| 2nd row | POINT (-87.594212812011 41.809781151018) |
| 3rd row | POINT (-87.696642374961 41.899224596015) |
| 4th row | POINT (-87.709134319958 41.975852858025) |
| 5th row | POINT (-87.626521907009 41.758245504966) |
| Value | Count | Frequency (%) |
| point | 891398 | |
| 87.905309125103 | 1432 | 0.1% |
| 41.976201139024 | 1432 | 0.1% |
| 87.619928173678 | 815 | < 0.1% |
| 41.900958919109 | 815 | < 0.1% |
| 87.580147768689 | 625 | < 0.1% |
| 41.791420282098 | 625 | < 0.1% |
| 41.751460603167 | 611 | < 0.1% |
| 87.585971992965 | 611 | < 0.1% |
| 41.722257273006 | 487 | < 0.1% |
| Other values (637554) | 1775343 |
Most occurring characters
| Value | Count | Frequency (%) |
| 7 | 3389619 | 9.6% |
| 8 | 3175006 | 9.0% |
| 4 | 2853968 | 8.0% |
| 1 | 2793530 | 7.9% |
| 6 | 2532721 | 7.1% |
| 9 | 2247812 | 6.3% |
| 5 | 2045544 | 5.8% |
| 2 | 2001746 | 5.6% |
| 3 | 1959080 | 5.5% |
| 1782796 | 5.0% | |
| Other values (10) | 10677539 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 35459361 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 7 | 3389619 | 9.6% |
| 8 | 3175006 | 9.0% |
| 4 | 2853968 | 8.0% |
| 1 | 2793530 | 7.9% |
| 6 | 2532721 | 7.1% |
| 9 | 2247812 | 6.3% |
| 5 | 2045544 | 5.8% |
| 2 | 2001746 | 5.6% |
| 3 | 1959080 | 5.5% |
| 1782796 | 5.0% | |
| Other values (10) | 10677539 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 35459361 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 7 | 3389619 | 9.6% |
| 8 | 3175006 | 9.0% |
| 4 | 2853968 | 8.0% |
| 1 | 2793530 | 7.9% |
| 6 | 2532721 | 7.1% |
| 9 | 2247812 | 6.3% |
| 5 | 2045544 | 5.8% |
| 2 | 2001746 | 5.6% |
| 3 | 1959080 | 5.5% |
| 1782796 | 5.0% | |
| Other values (10) | 10677539 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 35459361 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 7 | 3389619 | 9.6% |
| 8 | 3175006 | 9.0% |
| 4 | 2853968 | 8.0% |
| 1 | 2793530 | 7.9% |
| 6 | 2532721 | 7.1% |
| 9 | 2247812 | 6.3% |
| 5 | 2045544 | 5.8% |
| 2 | 2001746 | 5.6% |
| 3 | 1959080 | 5.5% |
| 1782796 | 5.0% | |
| Other values (10) | 10677539 |
Interactions
Correlations
| ALIGNMENT | BEAT_OF_OCCURRENCE | CRASH_DATE_EST_I | CRASH_DAY_OF_WEEK | CRASH_HOUR | CRASH_MONTH | CRASH_TYPE | DAMAGE | DEVICE_CONDITION | DOORING_I | FIRST_CRASH_TYPE | HIT_AND_RUN_I | INJURIES_FATAL | INJURIES_INCAPACITATING | INJURIES_NON_INCAPACITATING | INJURIES_NO_INDICATION | INJURIES_REPORTED_NOT_EVIDENT | INJURIES_TOTAL | INTERSECTION_RELATED_I | LANE_CNT | LATITUDE | LIGHTING_CONDITION | LONGITUDE | MOST_SEVERE_INJURY | NOT_RIGHT_OF_WAY_I | NUM_UNITS | PHOTOS_TAKEN_I | POSTED_SPEED_LIMIT | PRIM_CONTRIBUTORY_CAUSE | REPORT_TYPE | ROADWAY_SURFACE_COND | ROAD_DEFECT | SEC_CONTRIBUTORY_CAUSE | STATEMENTS_TAKEN_I | STREET_DIRECTION | STREET_NO | TRAFFICWAY_TYPE | TRAFFIC_CONTROL_DEVICE | WEATHER_CONDITION | WORKERS_PRESENT_I | WORK_ZONE_I | WORK_ZONE_TYPE | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ALIGNMENT | 1.000 | 0.028 | 0.015 | 0.006 | 0.019 | 0.005 | 0.053 | 0.016 | 0.013 | 0.009 | 0.058 | 0.007 | 0.005 | 0.005 | 0.000 | 0.000 | 0.002 | 0.004 | 0.014 | 0.000 | 0.000 | 0.015 | 0.000 | 0.012 | 0.000 | 0.004 | 0.000 | 0.068 | 0.041 | 0.045 | 0.027 | 0.023 | 0.027 | 0.000 | 0.026 | 0.000 | 0.090 | 0.032 | 0.022 | 0.000 | 0.053 | 0.000 |
| BEAT_OF_OCCURRENCE | 0.028 | 1.000 | 0.030 | 0.004 | 0.004 | 0.002 | 0.049 | 0.041 | 0.030 | 0.265 | 0.044 | 0.020 | 0.005 | -0.014 | -0.026 | -0.006 | -0.016 | -0.032 | 0.010 | -0.054 | 0.661 | 0.024 | -0.502 | 0.018 | 0.039 | 0.023 | 0.057 | -0.058 | 0.052 | 0.031 | 0.032 | 0.027 | 0.038 | 0.049 | 0.434 | 0.009 | 0.070 | 0.041 | 0.023 | 0.000 | 0.033 | 0.026 |
| CRASH_DATE_EST_I | 0.015 | 0.030 | 1.000 | 0.000 | 0.031 | 0.009 | 0.091 | 0.034 | 0.052 | 0.082 | 0.081 | 0.037 | 0.009 | 0.010 | 0.009 | 0.010 | 0.016 | 0.017 | 0.028 | 1.000 | 0.000 | 0.109 | 0.000 | 0.079 | 0.081 | 0.046 | 0.136 | 0.032 | 0.084 | 0.115 | 0.080 | 0.019 | 0.055 | 0.149 | 0.015 | 1.000 | 0.070 | 0.053 | 0.093 | 0.133 | 0.206 | 0.050 |
| CRASH_DAY_OF_WEEK | 0.006 | 0.004 | 0.000 | 1.000 | 0.056 | -0.002 | 0.048 | 0.026 | 0.007 | 0.000 | 0.031 | 0.000 | 0.003 | -0.002 | -0.006 | 0.025 | -0.000 | -0.005 | 0.002 | 0.010 | 0.003 | 0.063 | 0.005 | 0.009 | 0.008 | 0.004 | 0.017 | 0.008 | 0.026 | 0.023 | 0.012 | 0.004 | 0.014 | 0.000 | 0.005 | -0.010 | 0.013 | 0.009 | 0.016 | 0.303 | 0.098 | 0.029 |
| CRASH_HOUR | 0.019 | 0.004 | 0.031 | 0.056 | 1.000 | 0.003 | 0.158 | 0.067 | 0.021 | 0.177 | 0.071 | 0.013 | 0.015 | 0.002 | 0.008 | 0.086 | 0.005 | 0.010 | 0.017 | 0.014 | 0.004 | 0.380 | 0.014 | 0.031 | 0.079 | 0.021 | 0.045 | 0.024 | 0.063 | 0.103 | 0.035 | 0.026 | 0.035 | 0.041 | 0.018 | -0.003 | 0.038 | 0.020 | 0.038 | 0.322 | 0.121 | 0.056 |
| CRASH_MONTH | 0.005 | 0.002 | 0.009 | -0.002 | 0.003 | 1.000 | 0.016 | 0.006 | 0.006 | 0.110 | 0.024 | 0.000 | 0.001 | 0.005 | 0.012 | 0.002 | 0.006 | 0.014 | 0.006 | 0.009 | 0.004 | 0.076 | -0.003 | 0.017 | 0.000 | 0.011 | 0.041 | 0.009 | 0.036 | 0.006 | 0.144 | 0.013 | 0.024 | 0.023 | 0.006 | 0.000 | 0.009 | 0.007 | 0.101 | 0.088 | 0.052 | 0.037 |
| CRASH_TYPE | 0.053 | 0.049 | 0.091 | 0.048 | 0.158 | 0.016 | 1.000 | 0.243 | 0.115 | 0.206 | 0.363 | 0.065 | 0.055 | 0.075 | 0.123 | 0.009 | 0.173 | 0.177 | 0.039 | 0.000 | 0.000 | 0.163 | 0.000 | 0.668 | 0.095 | 0.213 | 0.060 | 0.111 | 0.297 | 0.494 | 0.113 | 0.063 | 0.162 | 0.032 | 0.027 | 0.000 | 0.213 | 0.130 | 0.102 | 0.037 | 0.059 | 0.020 |
| DAMAGE | 0.016 | 0.041 | 0.034 | 0.026 | 0.067 | 0.006 | 0.243 | 1.000 | 0.029 | 0.154 | 0.219 | 0.021 | 0.011 | 0.020 | 0.033 | 0.008 | 0.032 | 0.045 | 0.025 | 0.003 | 0.003 | 0.056 | 0.003 | 0.092 | 0.040 | 0.086 | 0.073 | 0.043 | 0.103 | 0.132 | 0.026 | 0.024 | 0.055 | 0.023 | 0.025 | 0.000 | 0.079 | 0.039 | 0.019 | 0.000 | 0.036 | 0.000 |
| DEVICE_CONDITION | 0.013 | 0.030 | 0.052 | 0.007 | 0.021 | 0.006 | 0.115 | 0.029 | 1.000 | 0.239 | 0.160 | 0.020 | 0.000 | 0.007 | 0.014 | 0.008 | 0.017 | 0.020 | 0.160 | 0.012 | 0.005 | 0.131 | 0.005 | 0.064 | 0.111 | 0.008 | 0.028 | 0.082 | 0.122 | 0.068 | 0.142 | 0.162 | 0.062 | 0.014 | 0.020 | 0.000 | 0.170 | 0.467 | 0.118 | 0.069 | 0.069 | 0.056 |
| DOORING_I | 0.009 | 0.265 | 0.082 | 0.000 | 0.177 | 0.110 | 0.206 | 0.154 | 0.239 | 1.000 | 0.537 | 0.000 | 0.025 | 0.015 | 0.000 | 0.000 | 0.037 | 0.054 | 0.000 | 1.000 | 1.000 | 0.128 | 1.000 | 0.262 | 0.000 | 0.062 | 0.000 | 0.094 | 0.282 | 0.007 | 0.080 | 0.016 | 0.210 | 0.055 | 0.255 | 1.000 | 0.253 | 0.267 | 0.069 | NaN | 0.000 | 0.000 |
| FIRST_CRASH_TYPE | 0.058 | 0.044 | 0.081 | 0.031 | 0.071 | 0.024 | 0.363 | 0.219 | 0.160 | 0.537 | 1.000 | 0.119 | 0.033 | 0.018 | 0.026 | 0.014 | 0.028 | 0.034 | 0.173 | 0.000 | 0.005 | 0.095 | 0.005 | 0.232 | 0.104 | 0.046 | 0.038 | 0.116 | 0.278 | 0.179 | 0.061 | 0.134 | 0.137 | 0.056 | 0.041 | 0.000 | 0.138 | 0.136 | 0.047 | 0.087 | 0.212 | 0.087 |
| HIT_AND_RUN_I | 0.007 | 0.020 | 0.037 | 0.000 | 0.013 | 0.000 | 0.065 | 0.021 | 0.020 | 0.000 | 0.119 | 1.000 | 0.004 | 0.017 | 0.021 | 0.010 | 0.011 | 0.026 | 0.022 | 0.000 | 0.000 | 0.028 | 0.000 | 0.040 | 0.060 | 0.027 | 0.026 | 0.014 | 0.103 | 0.035 | 0.024 | 0.007 | 0.052 | 0.042 | 0.017 | 1.000 | 0.033 | 0.020 | 0.024 | 0.000 | 0.157 | 0.000 |
| INJURIES_FATAL | 0.005 | 0.005 | 0.009 | 0.003 | 0.015 | 0.001 | 0.055 | 0.011 | 0.000 | 0.025 | 0.033 | 0.004 | 1.000 | 0.034 | 0.027 | 0.000 | 0.003 | 0.107 | 0.004 | 0.000 | 0.000 | 0.012 | 0.000 | 0.500 | 0.015 | 0.014 | 0.046 | 0.005 | 0.025 | 0.022 | 0.003 | 0.002 | 0.013 | 0.004 | 0.005 | 0.000 | 0.008 | 0.003 | 0.002 | 0.000 | 0.034 | 0.000 |
| INJURIES_INCAPACITATING | 0.005 | -0.014 | 0.010 | -0.002 | 0.002 | 0.005 | 0.075 | 0.020 | 0.007 | 0.015 | 0.018 | 0.017 | 0.034 | 1.000 | 0.043 | -0.111 | 0.004 | 0.327 | 0.000 | 0.020 | -0.011 | 0.009 | 0.004 | 0.171 | 0.005 | 0.021 | 0.016 | 0.031 | 0.019 | 0.030 | 0.005 | 0.002 | 0.016 | 0.005 | 0.004 | 0.004 | 0.010 | 0.006 | 0.002 | 0.020 | 0.000 | 0.000 |
| INJURIES_NON_INCAPACITATING | 0.000 | -0.026 | 0.009 | -0.006 | 0.008 | 0.012 | 0.123 | 0.033 | 0.014 | 0.000 | 0.026 | 0.021 | 0.027 | 0.043 | 1.000 | -0.218 | 0.005 | 0.743 | 0.008 | 0.047 | -0.028 | 0.012 | 0.014 | 0.120 | 0.015 | 0.058 | 0.018 | 0.061 | 0.025 | 0.049 | 0.007 | 0.003 | 0.015 | 0.016 | 0.011 | 0.004 | 0.017 | 0.013 | 0.005 | 0.000 | 0.012 | 0.000 |
| INJURIES_NO_INDICATION | 0.000 | -0.006 | 0.010 | 0.025 | 0.086 | 0.002 | 0.009 | 0.008 | 0.008 | 0.000 | 0.014 | 0.010 | 0.000 | -0.111 | -0.218 | 1.000 | -0.125 | -0.274 | 0.000 | 0.220 | 0.015 | 0.006 | -0.000 | 0.002 | 0.017 | 0.212 | 0.000 | 0.138 | 0.015 | 0.024 | 0.004 | 0.004 | 0.010 | 0.000 | 0.004 | -0.047 | 0.007 | 0.009 | 0.004 | 0.000 | 0.000 | 0.009 |
| INJURIES_REPORTED_NOT_EVIDENT | 0.002 | -0.016 | 0.016 | -0.000 | 0.005 | 0.006 | 0.173 | 0.032 | 0.017 | 0.037 | 0.028 | 0.011 | 0.003 | 0.004 | 0.005 | -0.125 | 1.000 | 0.564 | 0.010 | 0.047 | -0.026 | 0.009 | 0.008 | 0.218 | 0.021 | 0.060 | 0.000 | 0.047 | 0.022 | 0.045 | 0.008 | 0.005 | 0.016 | 0.000 | 0.009 | 0.003 | 0.019 | 0.017 | 0.008 | 0.000 | 0.000 | 0.015 |
| INJURIES_TOTAL | 0.004 | -0.032 | 0.017 | -0.005 | 0.010 | 0.014 | 0.177 | 0.045 | 0.020 | 0.054 | 0.034 | 0.026 | 0.107 | 0.327 | 0.743 | -0.274 | 0.564 | 1.000 | 0.013 | 0.068 | -0.039 | 0.016 | 0.016 | 0.139 | 0.023 | 0.077 | 0.000 | 0.082 | 0.033 | 0.065 | 0.011 | 0.006 | 0.020 | 0.014 | 0.014 | 0.006 | 0.024 | 0.018 | 0.008 | 0.000 | 0.018 | 0.012 |
| INTERSECTION_RELATED_I | 0.014 | 0.010 | 0.028 | 0.002 | 0.017 | 0.006 | 0.039 | 0.025 | 0.160 | 0.000 | 0.173 | 0.022 | 0.004 | 0.000 | 0.008 | 0.000 | 0.010 | 0.013 | 1.000 | 0.000 | 0.000 | 0.018 | 0.000 | 0.032 | 0.042 | 0.018 | 0.131 | 0.038 | 0.096 | 0.006 | 0.011 | 0.013 | 0.050 | 0.112 | 0.010 | 1.000 | 0.132 | 0.190 | 0.012 | 0.000 | 0.161 | 0.066 |
| LANE_CNT | 0.000 | -0.054 | 1.000 | 0.010 | 0.014 | 0.009 | 0.000 | 0.003 | 0.012 | 1.000 | 0.000 | 0.000 | 0.000 | 0.020 | 0.047 | 0.220 | 0.047 | 0.068 | 0.000 | 1.000 | -0.009 | 0.004 | 0.076 | 0.000 | 1.000 | 0.032 | 1.000 | 0.320 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | -0.055 | 0.000 | 0.013 | 0.000 | 1.000 | 1.000 | 1.000 |
| LATITUDE | 0.000 | 0.661 | 0.000 | 0.003 | 0.004 | 0.004 | 0.000 | 0.003 | 0.005 | 1.000 | 0.005 | 0.000 | 0.000 | -0.011 | -0.028 | 0.015 | -0.026 | -0.039 | 0.000 | -0.009 | 1.000 | 0.002 | -0.462 | 0.002 | 1.000 | 0.020 | 1.000 | -0.031 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 1.000 | 0.009 | -0.167 | 0.004 | 0.007 | 0.000 | 1.000 | 1.000 | 1.000 |
| LIGHTING_CONDITION | 0.015 | 0.024 | 0.109 | 0.063 | 0.380 | 0.076 | 0.163 | 0.056 | 0.131 | 0.128 | 0.095 | 0.028 | 0.012 | 0.009 | 0.012 | 0.006 | 0.009 | 0.016 | 0.018 | 0.004 | 0.002 | 1.000 | 0.002 | 0.044 | 0.076 | 0.035 | 0.015 | 0.031 | 0.101 | 0.115 | 0.245 | 0.133 | 0.057 | 0.030 | 0.019 | 0.000 | 0.106 | 0.137 | 0.305 | 0.258 | 0.112 | 0.040 |
| LONGITUDE | 0.000 | -0.502 | 0.000 | 0.005 | 0.014 | -0.003 | 0.000 | 0.003 | 0.005 | 1.000 | 0.005 | 0.000 | 0.000 | 0.004 | 0.014 | -0.000 | 0.008 | 0.016 | 0.000 | 0.076 | -0.462 | 0.002 | 1.000 | 0.002 | 1.000 | -0.046 | 1.000 | 0.057 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 1.000 | 0.009 | -0.192 | 0.004 | 0.007 | 0.000 | 1.000 | 1.000 | 1.000 |
| MOST_SEVERE_INJURY | 0.012 | 0.018 | 0.079 | 0.009 | 0.031 | 0.017 | 0.668 | 0.092 | 0.064 | 0.262 | 0.232 | 0.040 | 0.500 | 0.171 | 0.120 | 0.002 | 0.218 | 0.139 | 0.032 | 0.000 | 0.002 | 0.044 | 0.002 | 1.000 | 0.068 | 0.059 | 0.058 | 0.041 | 0.115 | 0.209 | 0.036 | 0.018 | 0.062 | 0.023 | 0.012 | 0.000 | 0.085 | 0.070 | 0.035 | 0.000 | 0.063 | 0.011 |
| NOT_RIGHT_OF_WAY_I | 0.000 | 0.039 | 0.081 | 0.008 | 0.079 | 0.000 | 0.095 | 0.040 | 0.111 | 0.000 | 0.104 | 0.060 | 0.015 | 0.005 | 0.015 | 0.017 | 0.021 | 0.023 | 0.042 | 1.000 | 1.000 | 0.076 | 1.000 | 0.068 | 1.000 | 0.052 | 0.224 | 0.151 | 0.093 | 0.079 | 0.027 | 0.011 | 0.055 | 0.198 | 0.014 | 1.000 | 0.237 | 0.148 | 0.032 | 0.000 | 0.167 | 0.000 |
| NUM_UNITS | 0.004 | 0.023 | 0.046 | 0.004 | 0.021 | 0.011 | 0.213 | 0.086 | 0.008 | 0.062 | 0.046 | 0.027 | 0.014 | 0.021 | 0.058 | 0.212 | 0.060 | 0.077 | 0.018 | 0.032 | 0.020 | 0.035 | -0.046 | 0.059 | 0.052 | 1.000 | 0.048 | 0.039 | 0.055 | 0.127 | 0.018 | 0.014 | 0.031 | 0.030 | 0.006 | 0.012 | 0.024 | 0.010 | 0.015 | 0.000 | 0.059 | 0.000 |
| PHOTOS_TAKEN_I | 0.000 | 0.057 | 0.136 | 0.017 | 0.045 | 0.041 | 0.060 | 0.073 | 0.028 | 0.000 | 0.038 | 0.026 | 0.046 | 0.016 | 0.018 | 0.000 | 0.000 | 0.000 | 0.131 | 1.000 | 1.000 | 0.015 | 1.000 | 0.058 | 0.224 | 0.048 | 1.000 | 0.022 | 0.065 | 0.160 | 0.000 | 0.023 | 0.032 | 0.614 | 0.012 | 1.000 | 0.049 | 0.039 | 0.018 | 0.000 | 0.265 | 0.000 |
| POSTED_SPEED_LIMIT | 0.068 | -0.058 | 0.032 | 0.008 | 0.024 | 0.009 | 0.111 | 0.043 | 0.082 | 0.094 | 0.116 | 0.014 | 0.005 | 0.031 | 0.061 | 0.138 | 0.047 | 0.082 | 0.038 | 0.320 | -0.031 | 0.031 | 0.057 | 0.041 | 0.151 | 0.039 | 0.022 | 1.000 | 0.083 | 0.041 | 0.024 | 0.018 | 0.042 | 0.015 | 0.060 | -0.017 | 0.256 | 0.089 | 0.020 | 0.090 | 0.092 | 0.049 |
| PRIM_CONTRIBUTORY_CAUSE | 0.041 | 0.052 | 0.084 | 0.026 | 0.063 | 0.036 | 0.297 | 0.103 | 0.122 | 0.282 | 0.278 | 0.103 | 0.025 | 0.019 | 0.025 | 0.015 | 0.022 | 0.033 | 0.096 | 0.000 | 0.000 | 0.101 | 0.000 | 0.115 | 0.093 | 0.055 | 0.065 | 0.083 | 1.000 | 0.177 | 0.161 | 0.186 | 0.197 | 0.067 | 0.047 | 0.000 | 0.093 | 0.115 | 0.107 | 0.172 | 0.194 | 0.046 |
| REPORT_TYPE | 0.045 | 0.031 | 0.115 | 0.023 | 0.103 | 0.006 | 0.494 | 0.132 | 0.068 | 0.007 | 0.179 | 0.035 | 0.022 | 0.030 | 0.049 | 0.024 | 0.045 | 0.065 | 0.006 | 0.000 | 0.000 | 0.115 | 0.000 | 0.209 | 0.079 | 0.127 | 0.160 | 0.041 | 0.177 | 1.000 | 0.129 | 0.093 | 0.105 | 0.019 | 0.014 | 0.000 | 0.126 | 0.079 | 0.113 | 0.067 | 0.019 | 0.142 |
| ROADWAY_SURFACE_COND | 0.027 | 0.032 | 0.080 | 0.012 | 0.035 | 0.144 | 0.113 | 0.026 | 0.142 | 0.080 | 0.061 | 0.024 | 0.003 | 0.005 | 0.007 | 0.004 | 0.008 | 0.011 | 0.011 | 0.000 | 0.000 | 0.245 | 0.000 | 0.036 | 0.027 | 0.018 | 0.000 | 0.024 | 0.161 | 0.129 | 1.000 | 0.226 | 0.110 | 0.011 | 0.023 | 0.001 | 0.084 | 0.127 | 0.517 | 0.044 | 0.075 | 0.049 |
| ROAD_DEFECT | 0.023 | 0.027 | 0.019 | 0.004 | 0.026 | 0.013 | 0.063 | 0.024 | 0.162 | 0.016 | 0.134 | 0.007 | 0.002 | 0.002 | 0.003 | 0.004 | 0.005 | 0.006 | 0.013 | 0.000 | 0.000 | 0.133 | 0.000 | 0.018 | 0.011 | 0.014 | 0.023 | 0.018 | 0.186 | 0.093 | 0.226 | 1.000 | 0.102 | 0.000 | 0.015 | 0.000 | 0.071 | 0.126 | 0.150 | 0.034 | 0.243 | 0.066 |
| SEC_CONTRIBUTORY_CAUSE | 0.027 | 0.038 | 0.055 | 0.014 | 0.035 | 0.024 | 0.162 | 0.055 | 0.062 | 0.210 | 0.137 | 0.052 | 0.013 | 0.016 | 0.015 | 0.010 | 0.016 | 0.020 | 0.050 | 0.000 | 0.006 | 0.057 | 0.006 | 0.062 | 0.055 | 0.031 | 0.032 | 0.042 | 0.197 | 0.105 | 0.110 | 0.102 | 1.000 | 0.006 | 0.024 | 0.000 | 0.046 | 0.059 | 0.080 | 0.126 | 0.124 | 0.028 |
| STATEMENTS_TAKEN_I | 0.000 | 0.049 | 0.149 | 0.000 | 0.041 | 0.023 | 0.032 | 0.023 | 0.014 | 0.055 | 0.056 | 0.042 | 0.004 | 0.005 | 0.016 | 0.000 | 0.000 | 0.014 | 0.112 | 1.000 | 1.000 | 0.030 | 1.000 | 0.023 | 0.198 | 0.030 | 0.614 | 0.015 | 0.067 | 0.019 | 0.011 | 0.000 | 0.006 | 1.000 | 0.016 | 1.000 | 0.043 | 0.027 | 0.019 | 0.000 | 0.223 | 0.102 |
| STREET_DIRECTION | 0.026 | 0.434 | 0.015 | 0.005 | 0.018 | 0.006 | 0.027 | 0.025 | 0.020 | 0.255 | 0.041 | 0.017 | 0.005 | 0.004 | 0.011 | 0.004 | 0.009 | 0.014 | 0.010 | 0.000 | 0.009 | 0.019 | 0.009 | 0.012 | 0.014 | 0.006 | 0.012 | 0.060 | 0.047 | 0.014 | 0.023 | 0.015 | 0.024 | 0.016 | 1.000 | 0.000 | 0.060 | 0.029 | 0.018 | 0.000 | 0.000 | 0.000 |
| STREET_NO | 0.000 | 0.009 | 1.000 | -0.010 | -0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 1.000 | 0.000 | 0.004 | 0.004 | -0.047 | 0.003 | 0.006 | 1.000 | -0.055 | -0.167 | 0.000 | -0.192 | 0.000 | 1.000 | 0.012 | 1.000 | -0.017 | 0.000 | 0.000 | 0.001 | 0.000 | 0.000 | 1.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 |
| TRAFFICWAY_TYPE | 0.090 | 0.070 | 0.070 | 0.013 | 0.038 | 0.009 | 0.213 | 0.079 | 0.170 | 0.253 | 0.138 | 0.033 | 0.008 | 0.010 | 0.017 | 0.007 | 0.019 | 0.024 | 0.132 | 0.000 | 0.004 | 0.106 | 0.004 | 0.085 | 0.237 | 0.024 | 0.049 | 0.256 | 0.093 | 0.126 | 0.084 | 0.071 | 0.046 | 0.043 | 0.060 | 0.000 | 1.000 | 0.123 | 0.064 | 0.073 | 0.209 | 0.057 |
| TRAFFIC_CONTROL_DEVICE | 0.032 | 0.041 | 0.053 | 0.009 | 0.020 | 0.007 | 0.130 | 0.039 | 0.467 | 0.267 | 0.136 | 0.020 | 0.003 | 0.006 | 0.013 | 0.009 | 0.017 | 0.018 | 0.190 | 0.013 | 0.007 | 0.137 | 0.007 | 0.070 | 0.148 | 0.010 | 0.039 | 0.089 | 0.115 | 0.079 | 0.127 | 0.126 | 0.059 | 0.027 | 0.029 | 0.000 | 0.123 | 1.000 | 0.095 | 0.085 | 0.135 | 0.060 |
| WEATHER_CONDITION | 0.022 | 0.023 | 0.093 | 0.016 | 0.038 | 0.101 | 0.102 | 0.019 | 0.118 | 0.069 | 0.047 | 0.024 | 0.002 | 0.002 | 0.005 | 0.004 | 0.008 | 0.008 | 0.012 | 0.000 | 0.000 | 0.305 | 0.000 | 0.035 | 0.032 | 0.015 | 0.018 | 0.020 | 0.107 | 0.113 | 0.517 | 0.150 | 0.080 | 0.019 | 0.018 | 0.000 | 0.064 | 0.095 | 1.000 | 0.000 | 0.039 | 0.057 |
| WORKERS_PRESENT_I | 0.000 | 0.000 | 0.133 | 0.303 | 0.322 | 0.088 | 0.037 | 0.000 | 0.069 | NaN | 0.087 | 0.000 | 0.000 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.258 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.090 | 0.172 | 0.067 | 0.044 | 0.034 | 0.126 | 0.000 | 0.000 | 1.000 | 0.073 | 0.085 | 0.000 | 1.000 | 1.000 | 0.076 |
| WORK_ZONE_I | 0.053 | 0.033 | 0.206 | 0.098 | 0.121 | 0.052 | 0.059 | 0.036 | 0.069 | 0.000 | 0.212 | 0.157 | 0.034 | 0.000 | 0.012 | 0.000 | 0.000 | 0.018 | 0.161 | 1.000 | 1.000 | 0.112 | 1.000 | 0.063 | 0.167 | 0.059 | 0.265 | 0.092 | 0.194 | 0.019 | 0.075 | 0.243 | 0.124 | 0.223 | 0.000 | 1.000 | 0.209 | 0.135 | 0.039 | 1.000 | 1.000 | 1.000 |
| WORK_ZONE_TYPE | 0.000 | 0.026 | 0.050 | 0.029 | 0.056 | 0.037 | 0.020 | 0.000 | 0.056 | 0.000 | 0.087 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.015 | 0.012 | 0.066 | 1.000 | 1.000 | 0.040 | 1.000 | 0.011 | 0.000 | 0.000 | 0.000 | 0.049 | 0.046 | 0.142 | 0.049 | 0.066 | 0.028 | 0.102 | 0.000 | 1.000 | 0.057 | 0.060 | 0.057 | 0.076 | 1.000 | 1.000 |
Missing values
Sample
| CRASH_RECORD_ID | CRASH_DATE_EST_I | CRASH_DATE | POSTED_SPEED_LIMIT | TRAFFIC_CONTROL_DEVICE | DEVICE_CONDITION | WEATHER_CONDITION | LIGHTING_CONDITION | FIRST_CRASH_TYPE | TRAFFICWAY_TYPE | LANE_CNT | ALIGNMENT | ROADWAY_SURFACE_COND | ROAD_DEFECT | REPORT_TYPE | CRASH_TYPE | INTERSECTION_RELATED_I | NOT_RIGHT_OF_WAY_I | HIT_AND_RUN_I | DAMAGE | DATE_POLICE_NOTIFIED | PRIM_CONTRIBUTORY_CAUSE | SEC_CONTRIBUTORY_CAUSE | STREET_NO | STREET_DIRECTION | STREET_NAME | BEAT_OF_OCCURRENCE | PHOTOS_TAKEN_I | STATEMENTS_TAKEN_I | DOORING_I | WORK_ZONE_I | WORK_ZONE_TYPE | WORKERS_PRESENT_I | NUM_UNITS | MOST_SEVERE_INJURY | INJURIES_TOTAL | INJURIES_FATAL | INJURIES_INCAPACITATING | INJURIES_NON_INCAPACITATING | INJURIES_REPORTED_NOT_EVIDENT | INJURIES_NO_INDICATION | INJURIES_UNKNOWN | CRASH_HOUR | CRASH_DAY_OF_WEEK | CRASH_MONTH | LATITUDE | LONGITUDE | LOCATION | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 23a79931ef555d54118f64dc9be2cf2dbf59636ce253f7a1179c4a1c091442a6eeab8352220c7c56ca1ff7c4b4b0fc345c74e3e85ecb9d43deeb66b5f803d4a0 | NaN | 09/05/2023 07:05:00 PM | 30 | TRAFFIC SIGNAL | FUNCTIONING PROPERLY | CLEAR | DUSK | ANGLE | FIVE POINT, OR MORE | NaN | STRAIGHT AND LEVEL | DRY | NO DEFECTS | ON SCENE | INJURY AND / OR TOW DUE TO CRASH | Y | NaN | NaN | OVER $1,500 | 09/05/2023 07:05:00 PM | UNABLE TO DETERMINE | NOT APPLICABLE | 5500 | S | WENTWORTH AVE | 225.0 | NaN | NaN | NaN | NaN | NaN | NaN | 2 | INCAPACITATING INJURY | 3.0 | 0.0 | 1.0 | 2.0 | 0.0 | 2.0 | 0.0 | 19 | 3 | 9 | NaN | NaN | NaN |
| 1 | 2675c13fd0f474d730a5b780968b3cafc7c12d7adb661fa8a3093c0658d5a0d51b720fc9e031a1ddd83c761a8e2aa7283573557db246f4c9e956aaa58719cacf | NaN | 09/22/2023 06:45:00 PM | 50 | NO CONTROLS | NO CONTROLS | CLEAR | DARKNESS, LIGHTED ROAD | REAR END | DIVIDED - W/MEDIAN BARRIER | NaN | STRAIGHT AND LEVEL | DRY | NO DEFECTS | ON SCENE | NO INJURY / DRIVE AWAY | NaN | NaN | NaN | OVER $1,500 | 09/22/2023 06:50:00 PM | FOLLOWING TOO CLOSELY | FOLLOWING TOO CLOSELY | 7900 | S | CHICAGO SKYWAY OB | 411.0 | NaN | NaN | NaN | NaN | NaN | NaN | 2 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 18 | 6 | 9 | NaN | NaN | NaN |
| 2 | 5f54a59fcb087b12ae5b1acff96a3caf4f2d37e79f8db4106558b34b8a6d2b81af02cf91b576ecd7ced08ffd10fcfd940a84f7613125b89d33636e6075064e22 | NaN | 07/29/2023 02:45:00 PM | 30 | TRAFFIC SIGNAL | FUNCTIONING PROPERLY | CLEAR | DAYLIGHT | PARKED MOTOR VEHICLE | DIVIDED - W/MEDIAN (NOT RAISED) | NaN | STRAIGHT AND LEVEL | DRY | NO DEFECTS | ON SCENE | NO INJURY / DRIVE AWAY | NaN | NaN | Y | OVER $1,500 | 07/29/2023 02:45:00 PM | FAILING TO REDUCE SPEED TO AVOID CRASH | OPERATING VEHICLE IN ERRATIC, RECKLESS, CARELESS, NEGLIGENT OR AGGRESSIVE MANNER | 2101 | S | ASHLAND AVE | 1235.0 | NaN | NaN | NaN | NaN | NaN | NaN | 4 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 14 | 7 | 7 | 41.85412 | -87.665902 | POINT (-87.665902342962 41.854120262952) |
| 3 | 7ebf015016f83d09b321afd671a836d6b148330535d5df85f232edb575a7f2a42e61b9747067e89c4e7a73e69efc819c9003ed153e19765f2ecc6f7b2421c98d | NaN | 08/09/2023 11:00:00 PM | 30 | NO CONTROLS | NO CONTROLS | CLEAR | DARKNESS, LIGHTED ROAD | SIDESWIPE SAME DIRECTION | NOT DIVIDED | NaN | STRAIGHT AND LEVEL | DRY | NO DEFECTS | ON SCENE | NO INJURY / DRIVE AWAY | NaN | NaN | NaN | OVER $1,500 | 08/09/2023 11:40:00 PM | FAILING TO YIELD RIGHT-OF-WAY | NOT APPLICABLE | 10020 | W | BALMORAL AVE | 1650.0 | NaN | NaN | NaN | NaN | NaN | NaN | 2 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 23 | 4 | 8 | NaN | NaN | NaN |
| 4 | 6c1659069e9c6285a650e70d6f9b574ed5f64c12888479093dfeef179c0344ec6d2057eae224b5c0d5dfc278c0a237f8c22543f07fdef2e4a95a3849871c9345 | NaN | 08/18/2023 12:50:00 PM | 15 | OTHER | FUNCTIONING PROPERLY | CLEAR | DAYLIGHT | REAR END | OTHER | NaN | STRAIGHT AND LEVEL | DRY | NO DEFECTS | ON SCENE | INJURY AND / OR TOW DUE TO CRASH | NaN | NaN | NaN | OVER $1,500 | 08/18/2023 12:55:00 PM | FOLLOWING TOO CLOSELY | DISTRACTION - FROM INSIDE VEHICLE | 700 | W | OHARE ST | 1654.0 | NaN | NaN | NaN | NaN | NaN | NaN | 2 | NONINCAPACITATING INJURY | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 12 | 6 | 8 | NaN | NaN | NaN |
| 5 | 004cd14d0303a9163aad69a2d7f341b7da2a8572b2ab3378594bfae8ac53dcb604dd8d414f93c290b55862f9f2517ad32e6209cbc8034c2e26eb3c2bc9724390 | NaN | 11/26/2019 08:38:00 AM | 25 | NO CONTROLS | NO CONTROLS | CLEAR | DAYLIGHT | PEDESTRIAN | ONE-WAY | NaN | CURVE ON GRADE | DRY | NO DEFECTS | ON SCENE | INJURY AND / OR TOW DUE TO CRASH | NaN | NaN | NaN | OVER $1,500 | 11/26/2019 08:38:00 AM | UNABLE TO DETERMINE | NOT APPLICABLE | 5 | W | TERMINAL ST | 1655.0 | Y | Y | NaN | NaN | NaN | NaN | 2 | FATAL | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 8 | 3 | 11 | NaN | NaN | NaN |
| 6 | 35156ce97cab22747495e92e8bbb16c57e0e60dc3ce6d1f1852f2f7cece07c7ae825b073b286b1da52dfa58082ff6d763ecf1f13f06a223c7aed2b6c1e8c5972 | NaN | 02/06/2023 05:30:00 PM | 30 | NO CONTROLS | NO CONTROLS | CLEAR | DARKNESS, LIGHTED ROAD | REAR END | ONE-WAY | NaN | CURVE, LEVEL | DRY | NO DEFECTS | ON SCENE | NO INJURY / DRIVE AWAY | NaN | NaN | NaN | $501 - $1,500 | 02/06/2023 05:35:00 PM | UNABLE TO DETERMINE | UNABLE TO DETERMINE | 2 | W | TERMINAL ST | 1652.0 | NaN | NaN | NaN | NaN | NaN | NaN | 2 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 17 | 2 | 2 | NaN | NaN | NaN |
| 7 | 359bf9f5872d646bb63576e55b1e0b480dc93c2b935ab571dc26ddb48b7a328fbfe130ae70bbff9f03787041b6fb029ba02529da9a1f57494e385ec0e13ed834 | NaN | 01/31/2022 07:45:00 PM | 25 | NO CONTROLS | NO CONTROLS | CLEAR | DARKNESS | REAR END | ONE-WAY | NaN | STRAIGHT AND LEVEL | DRY | NO DEFECTS | NOT ON SCENE (DESK REPORT) | NO INJURY / DRIVE AWAY | NaN | NaN | Y | $501 - $1,500 | 01/31/2022 07:58:00 PM | NOT APPLICABLE | NOT APPLICABLE | 4546 | W | GLADYS AVE | 1131.0 | NaN | NaN | NaN | NaN | NaN | NaN | 2 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 5.0 | 0.0 | 19 | 2 | 1 | NaN | NaN | NaN |
| 8 | 36360857c079418cba1b1d70cf653595bbfb4566de8fcb4fff284d6ec2ef9eee82b949759fd83f4ba3df857fed548f769780b036df6ada65aa935b6c669cec53 | Y | 01/01/2022 04:32:00 PM | 10 | NO CONTROLS | NO CONTROLS | SNOW | DARKNESS, LIGHTED ROAD | ANGLE | PARKING LOT | NaN | STRAIGHT AND LEVEL | SNOW OR SLUSH | NO DEFECTS | ON SCENE | NO INJURY / DRIVE AWAY | NaN | NaN | NaN | $501 - $1,500 | 01/01/2022 04:32:00 PM | WEATHER | NOT APPLICABLE | 1 | W | PARKING LOT E ST | 1654.0 | NaN | NaN | NaN | NaN | NaN | NaN | 2 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 16 | 7 | 1 | NaN | NaN | NaN |
| 9 | 37a215843a67b9d2118972242e0ab68232583ffe20401f100ee4de7b8087481f8094ebd7ad6468417477c1b82dec3081b52b429cad17b9954f1ac390e4b5d705 | NaN | 10/18/2020 03:58:00 PM | 35 | NO CONTROLS | NO CONTROLS | RAIN | DAYLIGHT | FIXED OBJECT | DIVIDED - W/MEDIAN BARRIER | NaN | CURVE, LEVEL | WET | NO DEFECTS | ON SCENE | INJURY AND / OR TOW DUE TO CRASH | NaN | NaN | NaN | OVER $1,500 | 10/18/2020 04:22:00 PM | WEATHER | NOT APPLICABLE | 3499 | E | 89TH ST | 424.0 | NaN | NaN | NaN | NaN | NaN | NaN | 1 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 15 | 1 | 10 | NaN | NaN | NaN |
| CRASH_RECORD_ID | CRASH_DATE_EST_I | CRASH_DATE | POSTED_SPEED_LIMIT | TRAFFIC_CONTROL_DEVICE | DEVICE_CONDITION | WEATHER_CONDITION | LIGHTING_CONDITION | FIRST_CRASH_TYPE | TRAFFICWAY_TYPE | LANE_CNT | ALIGNMENT | ROADWAY_SURFACE_COND | ROAD_DEFECT | REPORT_TYPE | CRASH_TYPE | INTERSECTION_RELATED_I | NOT_RIGHT_OF_WAY_I | HIT_AND_RUN_I | DAMAGE | DATE_POLICE_NOTIFIED | PRIM_CONTRIBUTORY_CAUSE | SEC_CONTRIBUTORY_CAUSE | STREET_NO | STREET_DIRECTION | STREET_NAME | BEAT_OF_OCCURRENCE | PHOTOS_TAKEN_I | STATEMENTS_TAKEN_I | DOORING_I | WORK_ZONE_I | WORK_ZONE_TYPE | WORKERS_PRESENT_I | NUM_UNITS | MOST_SEVERE_INJURY | INJURIES_TOTAL | INJURIES_FATAL | INJURIES_INCAPACITATING | INJURIES_NON_INCAPACITATING | INJURIES_REPORTED_NOT_EVIDENT | INJURIES_NO_INDICATION | INJURIES_UNKNOWN | CRASH_HOUR | CRASH_DAY_OF_WEEK | CRASH_MONTH | LATITUDE | LONGITUDE | LOCATION | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 897870 | 61c8dcd63fae60613bc9ec526fa901420cbe99a6d35840052c27bbd0cf1f8d6af74ff575276d3795f26878601232f6b9297b250a3499b62a96373e068134d21a | NaN | 07/10/2023 12:29:00 PM | 30 | TRAFFIC SIGNAL | FUNCTIONING PROPERLY | CLEAR | DAYLIGHT | TURNING | FOUR WAY | NaN | STRAIGHT AND LEVEL | DRY | NO DEFECTS | NaN | NO INJURY / DRIVE AWAY | NaN | NaN | NaN | OVER $1,500 | 07/10/2023 01:05:00 PM | IMPROPER TURNING/NO SIGNAL | IMPROPER LANE USAGE | 1800 | S | UNION AVE | 1235.0 | NaN | NaN | NaN | NaN | NaN | NaN | 2 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 12 | 2 | 7 | 41.857531 | -87.644929 | POINT (-87.644928607359 41.857530859236) |
| 897871 | 89dc61af34d393db950397f0cc06d53b56d1f5e5fa14d4b6bf57783fc278dc600da7a58f7bf933ab72799e671da8845c115c9c7a57fe4450c54b186b465381f6 | NaN | 06/26/2023 04:50:00 PM | 35 | NO CONTROLS | NO CONTROLS | CLEAR | DAYLIGHT | SIDESWIPE SAME DIRECTION | DIVIDED - W/MEDIAN (NOT RAISED) | NaN | STRAIGHT AND LEVEL | DRY | NO DEFECTS | NaN | NO INJURY / DRIVE AWAY | NaN | NaN | NaN | OVER $1,500 | 06/26/2023 05:00:00 PM | IMPROPER OVERTAKING/PASSING | UNABLE TO DETERMINE | 8100 | S | HALSTED ST | 613.0 | NaN | NaN | NaN | NaN | NaN | NaN | 2 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 4.0 | 0.0 | 16 | 2 | 6 | 41.746905 | -87.644077 | POINT (-87.644077151581 41.746904607442) |
| 897872 | cea9e897c768f47b97c73685c1a2b3fdcdcd8809a0517aa5acb8f147b012742eb5fa43f4ebd922ad74290ec203174cda0a0c42719a70a9dd8227fe28be988dd4 | NaN | 07/05/2019 03:50:00 AM | 30 | NO CONTROLS | NO CONTROLS | CLEAR | DAYLIGHT | REAR TO FRONT | PARKING LOT | NaN | STRAIGHT AND LEVEL | DRY | NO DEFECTS | NaN | NO INJURY / DRIVE AWAY | NaN | NaN | N | OVER $1,500 | 07/05/2019 09:15:00 AM | UNABLE TO DETERMINE | UNABLE TO DETERMINE | 810 | W | 59TH ST | 712.0 | NaN | NaN | NaN | NaN | NaN | NaN | 2 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 3 | 6 | 7 | 41.787127 | -87.645488 | POINT (-87.645487943954 41.787127441561) |
| 897873 | 54d55bfcc6627f587abbe0d14c42e51b812f930566fb06773f93b4402cb25e01bdba2a8e977644f53be3b63f9abca96a80ff6b36f6e0c0c4e3d6f3efaed136a0 | NaN | 12/28/2019 01:16:00 AM | 35 | UNKNOWN | UNKNOWN | CLEAR | DARKNESS, LIGHTED ROAD | PARKED MOTOR VEHICLE | ONE-WAY | NaN | STRAIGHT AND LEVEL | DRY | NO DEFECTS | NaN | INJURY AND / OR TOW DUE TO CRASH | NaN | NaN | Y | OVER $1,500 | 12/28/2019 01:18:00 AM | OPERATING VEHICLE IN ERRATIC, RECKLESS, CARELESS, NEGLIGENT OR AGGRESSIVE MANNER | NOT APPLICABLE | 219 | W | 115TH ST | 522.0 | NaN | NaN | NaN | NaN | NaN | NaN | 5 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1 | 7 | 12 | 41.685142 | -87.628557 | POINT (-87.628556919131 41.685141540233) |
| 897874 | 376bbadc3c632b81e0185fb1a3ddeed6c0dd52ebb8b3a9a1093a73a7928f85bc7c663699a820d770fe3c336aaec77ee2af2972018742c977525cec44f290bf29 | NaN | 10/13/2019 01:40:00 AM | 30 | NO CONTROLS | NO CONTROLS | CLEAR | DARKNESS, LIGHTED ROAD | SIDESWIPE SAME DIRECTION | NOT DIVIDED | NaN | STRAIGHT AND LEVEL | DRY | UNKNOWN | NaN | NO INJURY / DRIVE AWAY | NaN | NaN | N | $500 OR LESS | 10/13/2019 02:50:00 AM | FAILING TO YIELD RIGHT-OF-WAY | FAILING TO YIELD RIGHT-OF-WAY | 2357 | N | MILWAUKEE AVE | 1414.0 | NaN | NaN | NaN | NaN | NaN | NaN | 2 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 1 | 1 | 10 | 41.924150 | -87.699151 | POINT (-87.699150882692 41.924150305628) |
| 897875 | f2c0204e5392ff379e5804ad25fad66304949d517327c67a74f5071b98e78e47417ae5043d14ca8e108f22d17b9c4d42d75395d09a80c4ea998da7c058f67e04 | NaN | 10/18/2020 12:03:00 AM | 30 | NO CONTROLS | NO CONTROLS | CLEAR | DARKNESS, LIGHTED ROAD | SIDESWIPE SAME DIRECTION | NOT DIVIDED | NaN | STRAIGHT AND LEVEL | DRY | NO DEFECTS | NaN | INJURY AND / OR TOW DUE TO CRASH | NaN | NaN | Y | OVER $1,500 | 10/18/2020 12:03:00 AM | UNABLE TO DETERMINE | UNABLE TO DETERMINE | 6432 | S | KEDZIE AVE | 823.0 | NaN | NaN | NaN | NaN | NaN | NaN | 2 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 4.0 | 0.0 | 0 | 1 | 10 | 41.776184 | -87.703219 | POINT (-87.703218946422 41.776183637489) |
| 897876 | 3d00cf22a912d0e18809db862dd67e5812f7b6af1ffa3d6f0679f0b0676d4c706a0db95dd9625492d6772e66e12672fd0bbb726a688668877d9bf24cd0ef9224 | NaN | 07/18/2023 02:10:00 PM | 30 | UNKNOWN | UNKNOWN | CLEAR | DAYLIGHT | SIDESWIPE SAME DIRECTION | NOT DIVIDED | NaN | STRAIGHT AND LEVEL | DRY | NO DEFECTS | NaN | NO INJURY / DRIVE AWAY | Y | NaN | NaN | OVER $1,500 | 07/18/2023 04:55:00 PM | IMPROPER OVERTAKING/PASSING | UNABLE TO DETERMINE | 4632 | W | 63RD ST | 813.0 | NaN | NaN | NaN | NaN | NaN | NaN | 2 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 14 | 3 | 7 | 41.778580 | -87.738679 | POINT (-87.738679437114 41.77857996073) |
| 897877 | 15f6eb6cde6a026a007034c7081b1f3fac747fc32685910919e4fc695abf188f7c0bb013db7592c57e13a6486da7f90c1f03c704ae8d447b7123baef0dbb03d1 | NaN | 02/17/2018 08:00:00 AM | 30 | NO CONTROLS | NO CONTROLS | CLEAR | DAYLIGHT | PARKED MOTOR VEHICLE | NOT DIVIDED | NaN | STRAIGHT AND LEVEL | DRY | NO DEFECTS | NaN | NO INJURY / DRIVE AWAY | NaN | NaN | Y | $501 - $1,500 | 02/17/2018 08:24:00 AM | UNABLE TO DETERMINE | UNABLE TO DETERMINE | 7004 | N | PAULINA ST | 2423.0 | NaN | NaN | NaN | NaN | NaN | NaN | 2 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 8 | 7 | 2 | 42.009193 | -87.672396 | POINT (-87.672396344055 42.009192992271) |
| 897878 | 37b7acd5f2db6728ca4ac0d7e4217f78b6703f769754b495c437ace10d472977fe4ad4973167dd364031c0641830c0d163bd382d7c6927e2669619ce77051f65 | NaN | 05/31/2023 05:00:00 PM | 15 | UNKNOWN | UNKNOWN | CLEAR | DAYLIGHT | PARKED MOTOR VEHICLE | NOT DIVIDED | NaN | STRAIGHT AND LEVEL | DRY | NO DEFECTS | ON SCENE | NO INJURY / DRIVE AWAY | NaN | NaN | N | $501 - $1,500 | 05/31/2023 10:16:00 PM | UNABLE TO DETERMINE | UNABLE TO DETERMINE | 1515 | W | CORNELIA AVE | 1922.0 | NaN | NaN | NaN | NaN | NaN | NaN | 2 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 17 | 4 | 5 | 41.945084 | -87.667035 | POINT (-87.667034508677 41.945084209514) |
| 897879 | 2ee6209bde600a6ae2f12fb385b1e5749803cc01d0e954d5016091ecb13f424d48e097f71fa5d95741f5870f7d3a76d9189293c77411b3b92c925d26239872b3 | NaN | 05/29/2023 09:40:00 PM | 30 | UNKNOWN | UNKNOWN | CLEAR | DARKNESS | TURNING | OTHER | NaN | STRAIGHT AND LEVEL | DRY | NO DEFECTS | NaN | NO INJURY / DRIVE AWAY | NaN | NaN | Y | OVER $1,500 | 05/29/2023 09:59:00 PM | UNABLE TO DETERMINE | UNABLE TO DETERMINE | 3500 | S | WENTWORTH AVE | 915.0 | NaN | NaN | NaN | NaN | NaN | NaN | 2 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 21 | 2 | 5 | 41.830922 | -87.631651 | POINT (-87.631650518377 41.830922441769) |